Samsung AI neurosymbolic workshop

Samsung AI neurosymbolic workshop 2022


June 6 - June 8, 2022


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Speakers

  • Daniel Lee
    Daniel Lee
    Samsung Research
  • Gary Marcus
    Gary Marcus
    Geometric Intelligence, Robust.AI, and Professor Emeritus, New York University
  • Haggai Maron
    Haggai Maron
    NVIDIA
  • Pablo Barcelo
    Pablo Barcelo
    Pontificia Universidad Católica de Chile
  • Maximilian Nickel
    Maximilian Nickel
    Facebook AI Research
  • Rainer Gemulla
    Rainer Gemulla
    University of Mannheim
  • Leopoldo Bertossi
    Leopoldo Bertossi
    Universidad Adolfo Ibáñez
  • Alan Yuille
    Alan Yuille
    Johns Hopkins University
  • Abhinav Gupta
    Abhinav Gupta
    Carnegie Mellon University
  • Wolfgang Maass
    Wolfgang Maass
    Technische Universität Graz
  • Joohyung Lee
    Joohyung Lee
    Samsung Research
  • Dan Roth
    Dan Roth
    University of Pennsylvania

Schedule

Monday 6 June (BST)

14:00

Introduction/Greeting      >>

Daniel Lee|Samsung Research

14:15 – 15:00

Generative Models and the Mismeasure of Artificial Intelligence      >>

Alan Yuille|Johns Hopkins University

15:15 – 16:00

Foundations of Symbolic Languages for Model Interpretability      >>

Pablo Barcelo|Pontificia Universidad Católica de Chile

16:15 – 17:00

TBA      >>

Gary Marcus|Geometric Intelligence, Robust.AI, and Professor Emeritus, New York University

Tuesday 7 June (BST)

14:00 – 14:45

On Reasoning, Planning, and Incidental Supervision      >>

Dan Roth|University of Pennsylvania

15:00 – 15:45

Injecting Logical Constraints into Neural Networks      >>

Joohyung Lee|Samsung Research

16:00 – 16:45

Counterfactual-Based Explanations for Classification Outcomes: Semantics and Reasoning      >>

Leopoldo Bertossi|Universidad Adolfo Ibáñez

17:00 – 17:45

The Knowledge, Action Cycle      >>

Abhinav Gupta|Carnegie Mellon University

 

Tuesday 8 June (BST)

14:00 – 14:45

Neural network function without learning: How can nature achieve that?      >>

Wolfgang Maass|Technische Universität Graz

15:00 – 15:45

Modeling Symbolic Domains via Compositional and Geometric Representations      >>

Maximilian Nickel|Facebook AI Research

16:00 – 16:45

Subgraph Aggregation Networks      >>

Haggai Maron|NVIDIA

17:00 – 17:45

Knowledge Graph Embeddings: Models, Methods, Future?      >>

Rainer Gemulla|University of Mannheim

18:00 – 18:15

Closing Remark

Workshop Organizers

Organizers

  • Vaishak Belle
    Vaishak Belle
    University of Edinburgh
  • Martin Grohe
    Martin Grohe
    RWTH Aachen
  • Efi Tsamoura
    Efi Tsamoura
    Samsung AI Center - Cambridge