Tutorials

The Tutorial Forum provides an opportunity for researchers and practitioners to explore exciting advances in disciplines outside their normal focus. We believe this type of forum is essential for the cross fertilization, cohesiveness, and vitality of the AI field. We all have a lot to learn from each other; the Tutorial Forum promotes the continuing education of each member of AAAI.

• AH1: AI Planning: Theory and Practice

  
  

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  https://aaai.org/Conferences/AAAI-22/aaai22tutorials/#ah1

  { "name":"AH1: AI Planning: Theory and Practice", "description":"", "startDate":"02-23-2022", "endDate":"02-23-2022", "startTime": "08:30", "endTime": "13:00", "location": "Blue 4", "timeZone": "US/Pacific", "options":[ "Apple", "Google", "iCal", "Microsoft365", "Outlook.com", "Yahoo" ] }

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  AH1: AI Planning: Theory and Practice

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• AH2: Automated Learning form Graph-Structured Data

  
  

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  https://aaai.org/Conferences/AAAI-22/aaai22tutorials/#ah2

  { "name":"AH2: Automated Learning form Graph-Structured Data", "description":"", "startDate":"02-23-2022", "endDate":"02-23-2022", "startTime": "15:30", "endTime": "18:00", "location": "Blue 2", "timeZone": "US/Pacific", "options":[ "Apple", "Google", "iCal", "Microsoft365", "Outlook.com", "Yahoo" ] }

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  AH2: Automated Learning form Graph-Structured Data

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• AH3: Causal Inference from Relational Data

  
  

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  https://aaai.org/Conferences/AAAI-22/aaai22tutorials/#ah3

  { "name":"AH3: Causal Inference from Relational Data", "description":"", "startDate":"02-23-2022", "endDate":"02-23-2022", "startTime": "10:00", "endTime": "14:00", "location": "Blue 5", "timeZone": "US/Pacific", "options":[ "Apple", "Google", "iCal", "Microsoft365", "Outlook.com", "Yahoo" ] }

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  AH3: Causal Inference from Relational Data

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• AH4: Ethics in Sociotechnical Systems

  
  

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  https://aaai.org/Conferences/AAAI-22/aaai22tutorials/#ah4

  { "name":"AH4: Ethics in Sociotechnical Systems", "description":"", "startDate":"02-23-2022", "endDate":"02-23-2022", "startTime": "10:00", "endTime": "14:00", "location": "Red 1", "timeZone": "US/Pacific", "options":[ "Apple", "Google", "iCal", "Microsoft365", "Outlook.com", "Yahoo" ] }

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  AH4: Ethics in Sociotechnical Systems

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• AH5: Fairness in Clustering

  
  

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  https://aaai.org/Conferences/AAAI-22/aaai22tutorials/#ah5

  { "name":"AH5: Fairness in Clustering", "description":"", "startDate":"02-23-2022", "endDate":"02-23-2022", "startTime": "14:00", "endTime": "18:00", "location": "Blue 1", "timeZone": "US/Pacific", "options":[ "Apple", "Google", "iCal", "Microsoft365", "Outlook.com", "Yahoo" ] }

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  AH5: Fairness in Clustering

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• AH6: New Trends in Mechanism Design for Considering Participants' Interactions

  
  

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  https://aaai.org/Conferences/AAAI-22/aaai22tutorials/#ah6

  { "name":"AH6: New Trends in Mechanism Design for Considering Participants' Interactions", "description":"", "startDate":"02-23-2022", "endDate":"02-23-2022", "startTime": "15:00", "endTime": "18:00", "location": "Blue 6", "timeZone": "US/Pacific", "options":[ "Apple", "Google", "iCal", "Microsoft365", "Outlook.com", "Yahoo" ] }

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  AH6: New Trends in Mechanism Design for Considering Participants' Interactions

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• AH7: On Explainable AI: From Theory to Motivation, Industrial Applications, XAI Coding & Engineering Practices

  
  

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  https://aaai.org/Conferences/AAAI-22/aaai22tutorials/#ah7

  { "name":"AH7: On Explainable AI: From Theory to Motivation, Industrial Applications, XAI Coding & Engineering Practices", "description":"", "startDate":"02-23-2022", "endDate":"02-23-2022", "startTime": "12:00", "endTime": "16:00", "location": "Red 6", "timeZone": "US/Pacific", "options":[ "Apple", "Google", "iCal", "Microsoft365", "Outlook.com", "Yahoo" ] }

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  AH7: On Explainable AI: From Theory to Motivation, Industrial Applications, XAI Coding & Engineering Practices

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• AH8: Pre-Trained Language Representations for Text Mining

  
  

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  https://aaai.org/Conferences/AAAI-22/aaai22tutorials/#ah8

  { "name":"AH8: Pre-Trained Language Representations for Text Mining", "description":"", "startDate":"02-23-2022", "endDate":"02-23-2022", "startTime": "14:00", "endTime": "18:00", "location": "Red 5", "timeZone": "US/Pacific", "options":[ "Apple", "Google", "iCal", "Microsoft365", "Outlook.com", "Yahoo" ] }

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  AH8: Pre-Trained Language Representations for Text Mining

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• AQ1: Adversarial Machine Learning for Good

  
  

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  https://aaai.org/Conferences/AAAI-22/aaai22tutorials/#aq1

  { "name":"AQ1: Adversarial Machine Learning for Good", "description":"", "startDate":"02-23-2022", "endDate":"02-23-2022", "startTime": "12:00", "endTime": "14:00", "location": "Blue 6", "timeZone": "US/Pacific", "options":[ "Apple", "Google", "iCal", "Microsoft365", "Outlook.com", "Yahoo" ] }

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  AQ1: Adversarial Machine Learning for Good

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• AQ2: Recent Advances in Multi-Agent Path Finding

  
  

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  https://aaai.org/Conferences/AAAI-22/aaai22tutorials/#aq2

  { "name":"AQ2: Recent Advances in Multi-Agent Path Finding", "description":"", "startDate":"02-23-2022", "endDate":"02-23-2022", "startTime": "11:30", "endTime": "13:15", "location": "Blue 3", "timeZone": "US/Pacific", "options":[ "Apple", "Google", "iCal", "Microsoft365", "Outlook.com", "Yahoo" ] }

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  AQ2: Recent Advances in Multi-Agent Path Finding

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• MH1: Automated Negotiation: Challenges, Approaches, & Tools

  
  

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  https://aaai.org/Conferences/AAAI-22/aaai22tutorials/#mh1

  { "name":"MH1: Automated Negotiation: Challenges, Approaches, & Tools", "description":"", "startDate":"02-23-2022", "endDate":"02-23-2022", "startTime": "14:30", "endTime": "18:30", "location": "Blue 5", "timeZone": "US/Pacific", "options":[ "Apple", "Google", "iCal", "Microsoft365", "Outlook.com", "Yahoo" ] }

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  MH1: Automated Negotiation: Challenges, Approaches, & Tools

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• MH2: Automated Synthesis: Towards the Holy Grail of AI

  
  

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  https://aaai.org/Conferences/AAAI-22/aaai22tutorials/#mh2

  { "name":"MH2: Automated Synthesis: Towards the Holy Grail of AI", "description":"", "startDate":"02-23-2022", "endDate":"02-23-2022", "startTime": "08:30", "endTime": "12:30", "location": "Red 2", "timeZone": "US/Pacific", "options":[ "Apple", "Google", "iCal", "Microsoft365", "Outlook.com", "Yahoo" ] }

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  MH2: Automated Synthesis: Towards the Holy Grail of AI

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• MH3: Bayesian Optimization: From Foundations to Advanced Topics

  
  

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  https://aaai.org/Conferences/AAAI-22/aaai22tutorials/#mh3

  { "name":"MH3: Bayesian Optimization: From Foundations to Advanced Topics", "description":"", "startDate":"02-23-2022", "endDate":"02-23-2022", "startTime": "08:30", "endTime": "12:30", "location": "Blue 1", "timeZone": "US/Pacific", "options":[ "Apple", "Google", "iCal", "Microsoft365", "Outlook.com", "Yahoo" ] }

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  MH3: Bayesian Optimization: From Foundations to Advanced Topics

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• MH4: Deep Learning on Graphs for Natural Language Processing

  
  

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  https://aaai.org/Conferences/AAAI-22/aaai22tutorials/#mh4

  { "name":"MH4: Deep Learning on Graphs for Natural Language Processing", "description":"", "startDate":"02-23-2022", "endDate":"02-23-2022", "startTime": "09:00", "endTime": "12:30", "location": "Red 5", "timeZone": "US/Pacific", "options":[ "Apple", "Google", "iCal", "Microsoft365", "Outlook.com", "Yahoo" ] }

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  MH4: Deep Learning on Graphs for Natural Language Processing

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• MH5: Gromov-Wasserstein Learning for Structured Data Modeling

  
  

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  https://aaai.org/Conferences/AAAI-22/aaai22tutorials/#mh5

  { "name":"MH5: Gromov-Wasserstein Learning for Structured Data Modeling", "description":"", "startDate":"02-23-2022", "endDate":"02-23-2022", "startTime": "15:00", "endTime": "18:00", "location": "Red 1", "timeZone": "US/Pacific", "options":[ "Apple", "Google", "iCal", "Microsoft365", "Outlook.com", "Yahoo" ] }

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  MH5: Gromov-Wasserstein Learning for Structured Data Modeling

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• MH6: Neuro-Symbolic Methods for Language and Vision

  
  

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  https://aaai.org/Conferences/AAAI-22/aaai22tutorials/#mh6

  { "name":"MH6: Neuro-Symbolic Methods for Language and Vision", "description":"", "startDate":"02-23-2022", "endDate":"02-23-2022", "startTime": "09:00", "endTime": "12:00", "location": "Blue 6", "timeZone": "US/Pacific", "options":[ "Apple", "Google", "iCal", "Microsoft365", "Outlook.com", "Yahoo" ] }

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  MH6: Neuro-Symbolic Methods for Language and Vision

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• MH7: Reasoning on Knowledge Graphs: Symbolic or Neural?

  
  

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  https://aaai.org/Conferences/AAAI-22/aaai22tutorials/#mh7

  { "name":"MH7: Reasoning on Knowledge Graphs: Symbolic or Neural?", "description":"", "startDate":"02-23-2022", "endDate":"02-23-2022", "startTime": "11:00", "endTime": "15:00", "location": "Blue 2", "timeZone": "US/Pacific", "options":[ "Apple", "Google", "iCal", "Microsoft365", "Outlook.com", "Yahoo" ] }

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  MH7: Reasoning on Knowledge Graphs: Symbolic or Neural?

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• MH8: Subset Selection in Machine Learning: Theory, Applications, and Hands On

  
  

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  https://aaai.org/Conferences/AAAI-22/aaai22tutorials/#mh8

  { "name":"MH8: Subset Selection in Machine Learning: Theory, Applications, and Hands On", "description":"", "startDate":"02-23-2022", "endDate":"02-23-2022", "startTime": "08:30", "endTime": "12:30", "location": "Red 4", "timeZone": "US/Pacific", "options":[ "Apple", "Google", "iCal", "Microsoft365", "Outlook.com", "Yahoo" ] }

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  MH8: Subset Selection in Machine Learning: Theory, Applications, and Hands On

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• MQ1: Explanations in Interactive Machine Learning

  
  

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  https://aaai.org/Conferences/AAAI-22/aaai22tutorials/#mq1

  { "name":"MQ1: Explanations in Interactive Machine Learning", "description":"", "startDate":"02-23-2022", "endDate":"02-23-2022", "startTime": "08:30", "endTime": "10:15", "location": "Red 3", "timeZone": "US/Pacific", "options":[ "Apple", "Google", "iCal", "Microsoft365", "Outlook.com", "Yahoo" ] }

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  MQ1: Explanations in Interactive Machine Learning

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• MQ2: Formal Verification of Deep Neural Networks: Theory and Practice

  
  

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  https://aaai.org/Conferences/AAAI-22/aaai22tutorials/#mq2

  { "name":"MQ2: Formal Verification of Deep Neural Networks: Theory and Practice", "description":"", "startDate":"02-23-2022", "endDate":"02-23-2022", "startTime": "08:30", "endTime": "10:15", "location": "Blue 3", "timeZone": "US/Pacific", "options":[ "Apple", "Google", "iCal", "Microsoft365", "Outlook.com", "Yahoo" ] }

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  MQ2: Formal Verification of Deep Neural Networks: Theory and Practice

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• MQ3: Hate Speech: Detection, Mitigation and Beyond

  
  

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  https://aaai.org/Conferences/AAAI-22/aaai22tutorials/#mq3

  { "name":"MQ3: Hate Speech: Detection, Mitigation and Beyond", "description":"", "startDate":"02-23-2022", "endDate":"02-23-2022", "startTime": "08:30", "endTime": "10:00", "location": "Red 6", "timeZone": "US/Pacific", "options":[ "Apple", "Google", "iCal", "Microsoft365", "Outlook.com", "Yahoo" ] }

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  MQ3: Hate Speech: Detection, Mitigation and Beyond

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• MQ4: Time Series in Healthcare: Challenges and Solutions

  
  

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  https://aaai.org/Conferences/AAAI-22/aaai22tutorials/#mq4

  { "name":"MQ4: Time Series in Healthcare: Challenges and Solutions", "description":"", "startDate":"02-23-2022", "endDate":"02-23-2022", "startTime": "10:45", "endTime": "12:30", "location": "Red 3", "timeZone": "US/Pacific", "options":[ "Apple", "Google", "iCal", "Microsoft365", "Outlook.com", "Yahoo" ] }

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  MQ4: Time Series in Healthcare: Challenges and Solutions

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