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10:00- 10:30 Overview of Recent Advances in Reasoning, Prof. Irina Rish  (Mila)

10:30- 11:00 Influence Functions for Efficient Data Selection in Reasoning & On the Emergence of Hierarchial Reasoning (Slides), Prateek Humane (Mila)

11:00-11:15 Coffee Break 

11:15-11:30 TBA (Slides), Rifat Md Arefin (Mila)

11:30-noon Learning to Reason with Adversarial Reasoning Chains,(Slides), Ivan Anokhin (Mila)

noon - 2pm lunch, disucssions + more talks (TBA)