Saturday, July 29th, 2023 (all times are in HST, GMT-10)
Saturday, July 29th, 2023 (all times are in HST, GMT-10)
8.50-9.00am - Introductory remarks
8.50-9.00am - Introductory remarks
9.45-10.15 - Spotlights
Where Does My Model Underperform?: A Human Evaluation of Slice Discovery Algorithms
Nari Johnson, Angel Cabrera, Gregory Plumb, Ameet Talwalkar
Antibody DomainBed: Towards robust predictions using invariant representations of biological sequences carrying complex distribution shifts
Natasa Tagasovska, Ji Won Park, Stephen Ra, Kyunghyun Cho
9.45-10.15 - Spotlights
Where Does My Model Underperform?: A Human Evaluation of Slice Discovery Algorithms
Nari Johnson, Angel Cabrera, Gregory Plumb, Ameet Talwalkar
Antibody DomainBed: Towards robust predictions using invariant representations of biological sequences carrying complex distribution shifts
Natasa Tagasovska, Ji Won Park, Stephen Ra, Kyunghyun Cho
10.15-10.30am - Break
10.15-10.30am - Break
10.30-11.15am - Sanmi Koyejo
On learning domain general predictors
10.30-11.15am - Sanmi Koyejo
On learning domain general predictors
10.30-11.15am - Sanmi Koyejo
On learning domain general predictors
10.30-11.15am - Sanmi Koyejo
On learning domain general predictors
11.15-12.00pm - Suchi Saria and Adarsh Subbaswamy
Using Causality to Improve Safety Throughout the AI Lifecycle
11.15-12.00pm - Suchi Saria and Adarsh Subbaswamy
Using Causality to Improve Safety Throughout the AI Lifecycle
12.00-1.00pm - Lunch Break
12.00-1.00pm - Lunch Break
1.00-1.45pm - Ludwig Schmidt
A data-centric view on reliable generalization: From ImageNet to LAION-5B
1.00-1.45pm - Ludwig Schmidt
A data-centric view on reliable generalization: From ImageNet to LAION-5B
1.45-2.30pm - Sara Magliacane
Causal vs Causality-inspired representation learning
1.45-2.30pm - Sara Magliacane
Causal vs Causality-inspired representation learning
2.30-3.30pm - Poster Session 1
2.30-3.30pm - Poster Session 1
3.30-4.15pm - SCIS 2023 Panel, The Future of Generalization: Scale, Safety and Beyond
Adam Gleave, Moderator
3.30-4.15pm - SCIS 2023 Panel, The Future of Generalization: Scale, Safety and Beyond
Adam Gleave, Moderator
Participants:
Samuel Bowman
Maggie Makar
Zachary Lipton
4.15-5.00pm - Casual Conversation + Poster Session 2
4.15-5.00pm - Casual Conversation + Poster Session 2