Neuro Causal and Symbolic AI

Workshop @ the 36th
Neural Information Processing Systems (NeurIPS) Conference

December 9th, 2022 - Virtual


Click Here to Visit the Official NeurIPS Virtual Site for the nCSI Workshop

Legend:

Organization
Invited Talk
Contributed Talk
Poster Session
Panel Discussion

Time is given in UTC-3 meaning the start time in 24-h format is 9:00 UTC-3 which is 7:00 ET (New York), 13:00 CET (Berlin), 21:00 JST (Tokyo). The workshop has 7 hours worth of content with 2.5 hours of breaks spread throughout.

Note that the below schedule consists of virtual events that are part of the Neural Information Processing Systems (NeurIPS) 2022 main conference and therefore reserved for people registered to the conference. To visit any of the events LIVE (or re-watch the recorded events) use the official NeurIPS virtual site for nCSI above. The accepted papers are readily available to the general public and can be found at the "Papers" page of this nCSI website.

Time Speaker Title
09:00
Matej Zečević (B/O Organizers) Welcome & Opening Remarks
09:10
Judea Pearl Opening Keynote for nCSI
9:40
Emanuele Marconato et al. GlanceNets: Interpretable, Leak-proof Concept-based Models
9:50
Steven Piantadosi & Felix Hill Meaning without reference in large language models
10:00
Poster Session 1 (virtual) + Break
11:30
Mausam Neural Models with Symbolic Representations for Perceptuo-Reasoning Tasks
12:00
Dhanya Sridhar Causal Inference from Text
12:30
Break
13:30
Yan Zhang et al. Unlocking Slot Attention by Changing Optimal Transport Costs
13:40
Kartik Ahuja et al. Interventional Causal Representation Learning
13:50
Jovana Mitrović Representation Learning and Causality
14:20
Poster Session 2 (virtual) + Break
15:30
Tobias Gerstenberg A Counterfactual Simulation Model of Causal Judgment
16:00
Guy Van den Broeck AI can learn from data. But can it learn to reason?
16:30
Break
17:00
Tobias Gerstenberg, Sriraam Natarajan, Mausam, Guy Van den Broeck, Devendra S. Dhami (B/O Organizers) Panel Discussion: "Heading for a Unifying View on nCSI"
17:50
Matej Zečević (B/O Organizers) Closing Remarks