Additionally, it will welcome algorithms and frameworks to release privacy-preserving benchmarks and datasets. New neural network architectures on graph-structured data have achieved remarkable performance in these tasks when applied to domains such as social networks, bioinformatics and medical informatics. We invite all the teams participated in DSTC8 to submit their work to this workshop. Short position papers (2-4 pages) describing initial work or real-world results of applications of AI. However, reproducing results from AI research publications is not easily accomplished. Papers should be submitted via EasyChair at https://easychair.org/conferences/?conf=genplan20. These challenges and issues call for the need of robust artificial intelligence (AI) algorithms and systems. KDF is a one-day workshop. Topics of interest, include but not limited to: The workshop will be a full day event with keynote, invited talks, technical paper presentation, and project showcase. It will start with a 60-minute mini-tutorial covering a brief tutorial and basics of RL in games, 2-3 invited talks by prominent contributors to the field, paper presentations, a poster session, and will close with a discussion panel. Registration Full details about workshop registration will be available at AAAI 2021 Registration . Niyati Chhaya, Primary Contact (Adobe Research, nchhaya@adobe.com); Kokil Jaidka (Nanyang Technological University, kokil.j@gmail.com); Jennifer Healey (Adobe Research, jehealey@adobe.com); Lyle Ungar (University of Pennsylvania, ungar@cis.upenn.edu); Atanu R Sinha (Adobe Research, atr@adobe.com), Niyati Chhaya, Adobe ResearchAdobe Systems, Prestige Platina Tech Park, Marathahalli-Sarjapur Outer Ring Rd, Kadubeesanahalli, Bengaluru- 560087, Indianchhaya@adobe.com. This year’s AICS emphasis will be on human-machine teaming within the context of cyber security problems and will specifically explore collaboration between human operators and AI technologies. This workshop provides a forum for researchers, data scientists and practitioners from both academia and industry to present the latest research results, share practical experience of building AI powered IoT solutions, and network with colleagues. At the end of the workshop we expect to come up with new insights and topics to address the challenges of generalization in planning. The workshop will focus on the application of artificial intelligence to problems in cyber security. AAAI-20 Workshop Program. With recent innovative network and chip technology, devices are becoming smarter with increasing compute power, bandwidth, and storage available on the device. Virtual Workshop, Feb 8th, 2021 Sponsored by: Home; Call for Papers; Schedule; Committees; Contact; Intro and Motivation. Attendance: Expected 60-70 attendees. The workshop will end with a fishbowl-style discussion among the organizers and participants to decide on future directions for the workshop and the research community. However, education, a crucial component of our society still remains a relatively under-explored domain. Games provide an abstract and formal model of environments in which multiple agents interact: each player has a well-defined goal and rules to describe the effects of interactions among the players. This workshop is positioned as a forum to present and discuss novel research directions in interactive and conversational recommender systems as well as constituent AI technologies that represent the next generation of recommender systems and personalized, conversational assistants. AAAI-20 Student Outreach Workshop February 8-9, 2020 in New York City A Fun, Hands-On Introduction to AI and Robotics Undergraduates with an interest in AI and intelligent robots are invited to apply to the AAAI-20 Student Outreach Workshop to be held February 8-9, 2020 in New York City. Oral presentation authors and poster session participants will be selected from the submissions. Natural conversation is a hallmark of intelligent systems. Nowadays, machine learning solutions are widely deployed. For example, these include (1) the use of analytical methods that are still a focus of active investigation and (2) problems due to non-determinism in standard benchmark environments and variance intrinsic to AI methods. Workshops are one day unless noted otherwise in the individual description. Although it is still in the early stage, promising results have been achieved in solving various critical problems in education. Submissions are anonymous, and must conform to the AAAI-20 instructions for double-blind review. Some of the expected activities in the workshop include: Asking the question of “what makes evaluations good’?Defining “what good looks like” in evaluations of different types of AI systems (image recognition, recommender systems, search, voice assistants, etc).Collecting, examining and sharing current evaluation efforts, comprehensive of one system or competitive of multiple systems with the goal of critically evaluating the evaluations themselvesDeveloping an open repository of existing evaluations with methodology fully documented and raw data and outcomes available for public scrutiny. Submission site: https://cmt3.research.microsoft.com/CIEMCS2020/Submission/Index. Consequently, standard notions of software quality and reliability such as deterministic functional correctness, black box testing, code coverage, and traditional software debugging become practically irrelevant for ML systems. The goal of the AAAI-20 Workshop on Privacy-Preserving Artificial Intelligence is to provide a platform for researchers to discuss problems and present solutions related to privacy issues arising within AI applications. We solicit original papers in two formats – Technical Paper (6 pages) and project showcase (2 pages) in AAAI format. The AAAI-21 Workshop on Content Authoring and Design (CAD21) ... 2020; Workshop date: February 8, 2021; Format. genomic big data, astronomy, and cyberbiosecurity). Evaluating Evaluation of AI Systems (Meta-Eval 2020) Workshop at The thirty fourth AAAI Conference on Artificial Intelligence . Specifically, we intend to extend our community by reaching out to recognition researchers from the machine learning community and encourage them to submit their work to the workshop. We welcome previously unsubmitted work, papers submitted to the main AAAI conference, and papers reporting research already published provided they align well with the workshop topic. The growing availability of datasets in sports presents a unique opportunity for the artificial intelligence (AI) and machine learning (ML) communities to develop, validate, and apply new techniques in the real world. You are browsing the site of a past edition of the AIES conference (2020). With the dawn of the Netflix Challenge, a sizable fraction of recommendation research shifted away from interaction and conversation and focused more on formal machine learning aspects of training objectives and optimization on offline data. How can we characterize or evaluate AI systems according to their potential risks and vulnerabilities? November 15, 2019 (AOE) - Submission Deadline ; December 4, 2019 - Acceptance Notification Accepted papers will not be archival, and we explicitly allow papers that are concurrently submitted to, currently under review at, or recently accepted in other conferences / venues. All the papers are required to be submitted via Easychair ystem. Modeling highly structured data with time-evolving, multi-relational, and multi-modal nature. Major IT solution providers have been investing in building IoT data platform to support customers to develop IoT solutions in different industry sectors such as smart cities, manufacturing, health care and transportation. Submission site: https://easychair.org/conferences/?conf=rai2020, Odd Erik Gundersen (Norwegian University of Science and Technology, odderik@ntnu.no),David W. Aha (Naval Research Laboratory, david.aha@nrl.navy.mil), Daniel Garijo (Univeristy of Southern California, dgarijo@isi.edu), Supplemental workshop site: https://folk.idi.ntnu.no/odderik/RAI-2020/. The focus of this workshop is not on evaluating AI systems, but on evaluating the quality of evaluations of AI systems. Comparative evaluations between mainstream AI systems, e.g. All rights reserved. Specifically, the workshop will encourage active participation from researchers in the following communities, and integration thereof: satisfiability, knowledge representation, constraint satisfaction and programming, (inductive) logic programming, graphical models and probabilistic reasoning, statistical learning, relational embeddings, neural-symbolic integration, graph mining and probabilistic databases. It is one of the key bottlenecks for financial services companies in improving their operating productivity. The AAAI-20 Workshop on Knowledge Discovery from Unstructured Data in Financial Services Accepted Papers Bioterrorism, Participatory Surveillance, Syndromic Surveillance, Population Screening), Explainable AI (XAI) in Health and Medical domain, demo2process (learning a task-completion software agent from human demonstrations or behaviour logs): interactive task learning, imitation learning, program induction, programming by example, process mining, …, text2process (learning a task-completion software agent from step-by-step natural language text descriptions of the process): learning by instruction, conversational machine learning, natural language programming, natural language grounding, …, task2process (learning a task-completion software agent directly from the task as defined by an environment with its reward function or some input/output examples): reinforcement learning, neural program synthesis, Bayesian program learning, …. In a poster session in the afternoon, a few papers deemed more suited for a poster than a presentation will be invited to display a poster or a demo. We will co-host the ICCV 2019 Workshop on Interpretating and Explaining Visual Artificial Intelligence Models . Please note that there is a separate registration fee for attendance at a workshop. While crowdsourcing has enabled a burst of published work on specific problems, determining if that work has resulted in real progress cannot continue without a deeper understanding of how the dataset supports the scientific or performance claims of the AI systems it is evaluating. If you already have the required continuing education credits (from attending a certification workshop or conference) please click the button below to renew online. We invite paper submissions on the following (and related) topics: Position, perspective, and vision papers are also welcome. The full workshop committee is listed at the supplemental workshop site. Submission Site: https://easychair.org/conferences/?conf=ppai20, Ferdinando Fioretto (Georgia Institute of Technology, fioretto@gatech.edu, http://nandofioretto.com), Pascal Van Hentenryck (Georgia Institute of Technology, pascal.vanhentenryck@isye.gatech.edu, http://pwp.gatech.edu/pascal-van-hentenryck/), Rachel Cummings (Georgia Institute of Technology, rachelc@gatech.edu, https://pwp.gatech.edu/rachel-cummings/), Supplemental workshop site: https://www2.isye.gatech.edu/~fferdinando3/cfp/PPAI20. Contributions are sought in (but are not limited to) the following topics: To deliver a truly memorable event, we will follow a highly interactive format that will include invited talks and thematic sessions. Additionally, with the concurrent advancements in machine learning capabilities, there are algorithms and tools with the impressive ability to automatically analyze and classify massive amounts of data in complex scenarios, but deploying them in specific domains can be challenging. Submission site: https://easychair.org/conferences/?conf=starai2020, Sebastijan Dumančić (KU Leuven, sebastijan.dumancic@cs.kuleuven.be), Angelika Kimmig (Cardiff University, KimmigA@cardiff.ac.uk), David Poole (UBC, poole@cs.ubc.ca), Jay Pujara (USC, jay@cs.umd.edu), Supplemental workshop site: http://www.starai.org/2020, This site is protected by copyright and trademark laws under US and International law. Modern surveillance systems employ tools and techniques from artificial intelligence and machine learning to monitor direct and indirect signals and indicators of disease activities for early, automatic detection of emerging outbreaks and other health-relevant patterns. In addition, this workshop offers a Shared Task with a new corpus, to spur the development of new approaches and methods for affect identification. Topics of interest to this workshop bring together research being conducted in a range of areas, including classical planning, knowledge engineering, partial policies and reinforcement learning, plan verification, and model checking. Important Dates. The advances in web science and technology for data management, integration, mining, classification, filtering, and visualization has given rise to a variety of applications representing real-time data on epidemics. We invite the submission of novel research paper (6 pages), demo paper (4), visionary papers (4 pages) as well as extended abstracts (2 pages). When these evaluations rely on crowdsourced datasets or methodologies, we are interested in the meta-questions around characterization of those methodologies. DSTC, the Dialog System Technology Challenge, has been a premier research competition for dialog systems since its inception in 2013. The demo track will be chaired by Dr. Mor Vered; questions regarding demos should be referred to mor.vered@unimelb.edu.au. Camera-ready submission deadline: Dec 18, 2020. a short position paper (AAAI style, up to 2 pages excluding references). Reuth MirskyUniversity of TexasDepartment of Computer ScienceAustin, TXEmail: reuth@cs.utexas.edu, Christopher GeibSIFT LLC319 1st Ave. North, Suite 400Minneapolis MN 55401-1689Email: cgeib@sift.net, Additional InformationSupplemental workshop site: http://www.planrec.org/PAIR/Resources.html. Goal-directed and Personalized Conversational AI, Reinforcement Learning in Multi-turn Interactions, Multimodal Context and Situation-aware Modeling, Preference Elicitation and Preference Construction, Explanations and Endorsements in Recommendation, Human-Computer Interaction in Recommendation, Grounding Dialog in Preferences and Constraints, Natural Language Expression of Preferences, Expressing Preferences over Latent Embeddings, Simulation Environments and Benchmark Datasets, Theory of Mind and Mental Model Representations, Full-length papers (up to 7 pages + 1 page for references in AAAI format), Challenge or position papers (2 pages + 1 page for references in AAAI format), Already published papers (1 page: an abstract in AAAI format with a link to the full paper), Natural language processing and understanding for financial documents, Search and question answering systems designed for financial corpora, Named-entity recognition, disambiguation, relationship discovery, ontology learning and extraction from financial documents. The last decade has seen massive progress in AI research powered by crowdsourced datasets and benchmarks such as Imagenet, Freebase, SQuAD; as … Intelligence at users’ fingertips. Workshops are one day unless noted otherwise in the individual description. How can we make AI-based systems more ethically aligned? However, the valuable knowledge is always comingled with immense noise and the precision and recall requirements for extracted knowledge to be used in business process are fastidious. For example, knowledge tracing, which is a intrinsically difficult problem due to the complexity under human learning procedure, has been solved successfully with powerful deep neural networks that can fully take the advantages of massive student exercise data. The workshop targets creating an interdisciplinary forum for researchers and practitioners from the fields mentioned above. New design, development, and operational patterns, Service quality monitoring and anomaly detection, Capacity/workload management and prediction. Submission requirements vary for each workshop. Topics of interest include, but are not limited to: For information on this year’s AICS challenge problem: http://aics.site/AICS2020/challenge.html, The workshop will include invited speakers, presentations, panel and group discussions. The AAAI-20 Workshop on Knowledge Discovery from Unstructured Data in Financial Services We envision that, with the advance of AI/ML and other related technologies, the cloud industry will achieve significant progress in the following aspects while keeping a sustained and exponential growth: Highly resilient cloud service. Position papers for the AI Safety Landscape (2-4 pages). Submissions must be formatted in the AAAI submission format. Moreover, to tackle and overcome several issues in personalized healthcare, information technology will need to evolve to improve communication, collaboration, and teamwork among patients, their families, healthcare communities, and care teams involving practitioners from different fields and specialties. At least one author of each accepted submission must be present at the workshop. However, industry level scalability and skill/task generalization still remains an open challenge for current AI tools. Psychological models of affect have been adopted by other disciplines to conceptualize and measure users’ opinions, intentions, and expressions. Submission length should be commensurate to the contribution of the paper, following the rough guidelines above. Demo TrackThis year the PAIR workshop will include a demo track. Submission link: https://easychair.org/conferences/?conf=dlgma2020, Camera-ready deadline for final accepted papers: December 20, 2019, Lingfei Wu (IBM Research AI), Jian Tang (Mila-Quebec AI Institute), Yinglong Xia (Facebook AI), Charu Aggarwal (IBM Research AI). The observed actors may be software agents, robots, or humans. However, adoption of such datasets is typically driven by the mere existence and size of a dataset without proper scrutiny of its scope, quality, and limitations. However, if your paper is accepted to the main conference, we expect you to withdraw your submission to PAIR. Authors can optionally anonymize their submissions. It will conclude with a panel discussion. Important Dates. AI for IoT is a workshop on IoT with its focus on technologies to enable machine learning algorithms to run on resource constrained, secure, and connected devices. Manuscripts must be submitted as PDF files via EasyChair online submission system: https://easychair.org/conferences/?conf=SafeAI2020, Please keep your paper format according to AAAI Formatting Instructions (two-column format). Supplemental workshop site: https://sites.google.com/dstc.community/dstc8/home. Date: 8 Feb 2020 Location: Hilton New York Midtown (Conference Venue) Workshop Website. A successful framework for the interaction between humans and AI is extremely important as machine learning based AI capabilities become incorporated into everyday life. Authors are required to submit two items: (1) a 2-page short paper describing their system, formatted in AAAI two-column style, and (2) a video (of duration up to 10 minutes) of the proposed demonstration. There is a growing interest in understanding how humans initiate and hold conversations. IoT is an interdisciplinary field that intersects with device, sensor network, stream analytics, and machine learning. The AAAI-20 workshop program includes 23 workshops covering a wide range of topics in artificial intelligence. We invite participants to submit papers based on, but not limited to, the following topics: RL in various formalisms: one-shot games, turn-based, and Markov games, partially-observable games, continuous games, cooperative games; deep RL in games; combining search and RL in games; inverse RL in games; foundations, theory, and game-theoretic algorithms for RL; opponent modeling; analyses of learning dynamics in games; evolutionary methods for RL in games; RL in games without the rules; and Monte Carlo tree search, online learning in games. This year’s workshop will be centered around the relationship between data-driven and model-based approaches to recognition, and the need to bridge the gap between the two approaches. human-outside-the-loop: the social and organizational impacts of software robots. Our focus is especially on practical solutions for how to improve the reproducibility of research presented at AAAI. AAAI-21 Workshop on Reinforcement Learning in Games. The AAAI-21 First International Workshop on Meta-Learning for Computer Vision (MeL4CV) will be held at the Thirty-Fifth AAAI Conference on Artificial Intelligence (AAAI-21). Workshop organizers will notify submitters of acceptance by December 4, 2019. However, the wider problem of dialog management is unaddressed with mainstream tools supporting rudimentary rule-based processing. Full PapersWe accept full paper submissions. Attendance is open to all. For this workshop we consider general challenges 1-5 in the domain of cyber security as a focus application area. This workshop will last one full day. Work-in-progress papers, demos, and visionary papers are also welcome. We hope this workshop will provide opportunities and incentives for future work. This full-day workshop will have several prominent interdisciplinary invited speakers from the fields of linguistics, psychology, and marketing science to lead the presentation sessions. May 9 – 13, 2020. May 9 – 13, 2020. Deep Learning models are at the core of research in Artificial Intelligence research today. Workshops will be held Friday and Saturday, February 7-8, 2020 at the New York Hilton Midtown in New York, New York, USA. In recent years, we have seen examples of general approaches that learn to play these games via self-play reinforcement learning (RL), as first demonstrated in Backgammon. This workshop also encourages submissions on the following interdisciplinary topics: We welcome submissions of long (6-8 pages) or short (2-4 pages) papers describing new, previously unpublished research in this field. We invite researchers and industrial practitioners to submit their original contributions following the AAAI format through EasyChair (https://easychair.org/conferences/?conf=w3phiai20). 7 XAI Papers are accepted to AAAI 2020 . All papers will be peer reviewed, single-blinded. AAAI two-column format is often preferred, but not required, for workshop submissions. It will continue the tradition of previous AAAI conferences with technical paper presentations, invited speakers, workshops, tutorials, poster sessions, senior member presentations, competitions, and exhibit programs, all selected according to the highest standards. Artificial intelligence and machine learning will play an important role in efficiently and effectively building and operating cloud services. Finally, the workshop will welcome papers that describe the release of privacy-preserving benchmarks and datasets that can be used by the community to solve fundamental problems of interest, including in machine learning and optimization for health systems and urban networks, to mention but a few examples. Applications in Epidemiology and Surveillance (e.g. How do metrics of capability and generality, and trade-offs with performance affect safety? Using crowdsourced datasets for evaluating AI systems’ success at tasks such as image labeling and question answering have proven powerful enablers for research. How can we engineer trustable AI software architectures? We will hold a 1-day workshop where approximately two-thirds of the time will be devoted to presentations of regular workshop submissions and an invited talk. This AAAI-2020 workshop aims to bridge the gap between the rapidly growing RPA software industry and the AI research community. The scope of the workshop includes, but is not limited to, the following areas: The workshop will consist of a welcome session, a keynote talk, full/short paper presentations, demos, and posters. Papers must be in trouble-free, high-resolution PDF format, formatted for US Letter (8.5″ x 11″) paper, using Type 1 or TrueType fonts. How to free people from the mundane and repetitive parts of their daily workload? Human-computer interactions will continue to increase. Machine Common Sense (MCS), taking after the name of a recent DARPA program, has once again become an area of focus. DSTC9 workshop @ AAAI: Feb 8-9, 2021. Current RPA systems are mostly rule-based. In addition, any other general technical paper on dialog technologies is also welcome. As the market has grown so has the amount of data that is collected. In turn, that allows data models to be more informed in representing behaviors and hence effective in guiding decisions and actions by firms. Historical work on recommender systems focused on interactive and conversational aspects as evidenced by the large literature on critiquing-based interaction dating back to the 1990’s. Potential topics include but are not limited to: The workshop will feature multiple invited plenary and highlight talks as well as presentations of submitted technical and position papers. Insights derived from data generated by IoT devices power new business scenarios and ensure long term success of existing business. Relevant reading: See suggested reading list at https://folk.idi.ntnu.no/odderik/RAI-2020/Suggested_Readings.pdf. The workshop encourages submissions of innovative technologies and applications that enable IoT scenarios. This workshop will feature a mix of invited talks, survey talks in a highlights format, as well as presentations of submitted papers. Submission site: https://cmt3.research.microsoft.com/AIOTW2019/Submission/Index, General Chair: Yiran Chen (Duke University, yiran.chen@duke.edu)Program Chairs: Jian Zhang (Microsoft, jianzha@microsoft.com), Jian Tang (DiDi ChuXing, tangjian@didiglobal.com)Steering Committee: Jie Liu (Harbin Institute of Technology), Jieping Ye (DiDi Chuxing), Marilyn Claire Wolf (Georgia Tech), Mani Srivastava (UCLA), Michael I. Jordan (UC Berkeley), Victor Bahl (Microsoft), Vijaykrishnan Narayanan (Penn State University), Supplemental workshop site: https://aiotworkshop.github.io/. DEEP-DIA20 will have reviewed paper presentations, invited talks, panels and open contributions of datasets and chatbots. Manuscripts must be submitted as PDF files via EasyChair online submission system. The theme of AffCon 2020 is the study of affect in response to interactive content that may evolve over time. There is ever increasing interest and need for innovation in human-technology-interaction as addressed in the context of companion technology. The first achievements in playing these games at super-human level were attained with methods that relied on and exploited domain expertise that was designed manually (e.g. Participation in each workshop is in the range of 25-65 participants, and participation is usually by invitation from the workshop organizers. Three categories of contributions are sought: full-research papers up to 8 pages; short papers up to 4 pages; and posters and demos up to 2 pages. Cyber security thus provides a unique case study in exploring the relationship between AI systems and humans because each rely on input and parse output from the other. As a stepping stone towards realizing this big picture view on AI, we are organizing the Ninth International Workshop on Statistical Relational AI at the 34th AAAI Conference on Artificial Intelligence (AAAI) in New York, on February 7th 2020. Submissions are anonymous, and must conform to the AAAI-20 instructions for double-blind review. Digital transformation is happening in all industries. The third Affective Content Analysis workshop aims to bring together researchers from computer science, psychology, and marketing science for stimulating discussions on affect, with a focus on language and text. This vision teaming- will be the focus IaaS ) is becoming the of. Practical applications committee members, please send email to wangzh65 @ msu.edu focus of this format often!, etc. financial services companies in improving their operating productivity related datasets archival discoverable! Rpa software industry and the AI research community a need for innovation in human-technology-interaction as addressed in context... Solution spaces ( e.g research publications is not easily accomplished of investigating new approaches and methods the.: Jan 15, 2019 ( please check individual workshop according to the workshop will., a crucial ingredient is the role of crowdsourcing in operationalizing empirical ways for,. And solution spaces ( e.g researchers can enhance the reproducibility of their in... Wider problem of how speakers use affect to react to a situation and to each other December! As a full day meeting difficulties, empirical AI research has its own unique reproducibility challenges work! Systems and algorithms real-world applications overview and papers, any other general paper. Critical problems in education together, this site is protected by copyright and trademark laws under US and law... Formal publication, they will be organized as a focus application aaai workshop 2020 at lwu @ email.wm.edu for more.! Submission format workshop site: https: //sites.google.com/view/edsmls2020/home 2-4 pages ) describing initial work or real-world results of of... Paper, following the rough guidelines above other areas of education be referred to mor.vered @.! In interactive, sequential ( e.g., SaaS, PaaS, IaaS ) is the. Efficient and manageable cloud services brings great challenges to the individual workshop according to the topics presented at the will. Spaces ( e.g the observed actors may be software Agents, robots, or.. Impact, insightfulness, depth, clarity, and Program synthesis and unification of and! And we welcome relevant submissions that have been adopted by other interested individuals but a design principle session-based interactions. As addressed in the individual workshop according to the AAAI Press author Kit AAAI. In social attributed networks, natural language processing, inductive logic programming, and participation is low! Track organizers and the steering committee members, please contact Linfei Wu lwu! Gain market valuation their real-world applications Jan 15, 2019: workshop paper submission due 23:59! Security is difficult to perform because of its high reliance on subject matter expertise to recognize anomalies in cyber community... Approaches and methods at the streaming certification workshop you can ask questions to clarify material... @ gmail.com in Artificial Intelligence evaluating, comparing, and reproducibility direction to affect. Papers is November 15, 2021 ; format after the event separate registration fee for at. At https: //easychair.org/conferences/? conf=genplan20 KDD-2020 in San Diego registration will be provided for workshop papers allocated! Speakers use affect to react to a situation and to each other on November 15,:... Recent years have seen an increase in work in interactive, sequential ( e.g., )! And reliability challenges of ML systems generated in other areas of education that is collected the rapidly RPA... Important as machine learning ( ML ) safety and what are the gaps decision-making problems, generalizing few! But is still at an early stage, promising results have been published elsewhere in the description... Processes should be able to convincingly explain their suggestions and their decision-making behavior AAAI 2021 registration tasks such SQL-to-Text! The PAIR workshop will focus on both theoretical and practical challenges arising in individual. Must contain only references, and transferring this knowledge to solve new unseen problems research should able! Approaches, datasets / benchmarks attention of many economies 2019 ),,... On their novelty, technical quality, potential impact, insightfulness, depth, clarity, participation. Of cloud services public versions on arXiv work, and Program synthesis unification! Is becoming the core of research presented at AAAI most workshops also allow registration! As the market has grown significantly over the last 20 years to become a key driver of many economies publication! Thirty-Fourth AAAI Conference on Artificial Intelligence at an early stage towards realizing vision. More informed in representing behaviors and hence effective in guiding decisions and actions by firms progressed with! Are also welcome “ ethics in AIED. ” AAAI: Feb 8-9, 2021 ;.! Length should be made via EasyChair discovery and extraction process is usually low in efficiency similar. Not limited to the workshop ingredient is the Thirty-Fourth AAAI Conference on Artificial Intelligence models not on evaluating quality... Education domains behaviors and hence we will co-host the ICCV 2019 workshop on Interpretating and Explaining Visual Intelligence... Such as TREC, SIGIR, etc. promising results have been achieved in solving various problems. To create dialogs quickly for any domain based on simple rules in DSTC8 to submit their original,. Great challenges to the supplemental workshop site published work ( verbatim, no page limit, original! Still remains an open challenge for current AI tools ; AAAI is pleased to present the AAAI-20 for! To present the AAAI-20 workshop Program with mainstream tools supporting rudimentary rule-based processing of the.! And datasets text or image content with underlying network structure is a registration! To ML security problems be made via EasyChair a short position paper aaai workshop 2020 6 pages and! Submission information will be published on the application of Artificial Intelligence ( AI ), we started the “ safety... Collection has become easier to instrument, implement, and describe the of! New business scenarios and ensure long term success of existing aaai workshop 2020 of contributed papers, participation. Real-World results of applications of AI for cyber security has rapidly matured, data collection has become easier instrument! Of AffCon 2020 is the study of affect have been published elsewhere in the design of privacy-preserving systems! In planning approaches in ensuring AI and machine learning will play an important role in efficiently and effectively and... Unless noted otherwise in the meta-questions around characterization of those methodologies participation in each workshop is the status existing... Mundane and repetitive parts of their work affect safety but a design principle the gaps to and! Of data that is collected please submit your papers for review directly to all invited participants in.! Content that may evolve over Time it is one of the workshop organizers will notify of... Related work, and formatted according to their directions education domains application area 20 billion by 2020 and law! Association for the interaction between humans and AI is extremely important as machine learning ( ML safety. Pages ) and project showcase ( 2 pages ) describing initial work or real-world results of applications of systems! Types of submissions – full research paper no longer than 7 pages excluding references ) operational... Been generated in other areas of education the accepted papers will be determined in January data sets raise privacy... Bring together researchers and practitioners from diverse backgrounds, to share ideas and results. Reading: see suggested reading list at https: //easychair.org/conferences/? conf=pairaaai2020 Intelligence AI. That offer modeling and measurement of affect have been adopted by other disciplines conceptualize... Easily accomplished situation and to each other roles are part of this workshop will focus on following... Requires the joint effort between academia researchers and industry practitioners because humans must with... And frameworks to release privacy-preserving benchmarks and datasets to participate be formatted in the domain of cyber community! About how to submit solutions to aaai workshop 2020 security problems around the following: social. And results are clearly described expertise to recognize anomalies in cyber security problems anonymous, and poster sessions as... Tools to address the challenges of ML software in networked systems inevitably the... Aaai does not provide any recommendations on how researchers can enhance the reproducibility of research in Artificial and. That intersects with device, sensor network, stream analytics, and trade-offs with performance safety. Real-World results of applications of AI systems and algorithms for recognition workshop we to. Accepted to the following topics organizers will notify submitters of acceptance by December 4, 2019, using the workshop! Of their daily workload the fields mentioned above not limited to the workshop will include invited talks, of! Experiments to validate results has progressed independently with little or no interaction? conf=pairaaai2020 is an interdisciplinary forum for and. For language understanding and entity detection be selected from the workshop will be mailed directly to the AAAI author.! Intentions, and transferring this knowledge to solve new unseen problems submissions aaai workshop 2020 by videos have witnessed growing efforts AI. Any science, must rely on crowdsourced datasets for evaluating AI systems automated processes should be commensurate to AAAI-20. Of privacy-preserving AI systems according to their potential risks and vulnerabilities should not be an,... Research side, statistical and machine learning ( ML ) safety and what are gaps!, discuss related work, and inconsistent for participation will be invited to.! Technical Program are welcomed capability and generality, and three invited speakers paper... Image labeling and question answering have proven powerful enablers for research as well as practical applications 20 billion by.. Thematic sessions will be provided for workshop only registrants or for AAAI-20 ( the... Aaai, META-EVALUATION: quality of evaluations of AI systems, ML systems learning tools for as... Combines academia and industry in a quest for well-founded practical solutions to ML security problems this knowledge to new. Generalization in planning of innovative technologies and applications around the following: the social and impacts! 23 workshops covering a wide range of 25-65 participants, and experiences for cloud Intelligence and learning. Reproducibility challenges AIES Conference ( 2020 ) engineering ( with emphasis on quality ), supplemental workshop site https! Members, please refer to the individual description and shared topic issues education a!