Workshop

A General-Purpose Neural Architecture for Geospatial Systems
Martin Weiss · Nasim Rahaman · Frederik Träuble · Francesco Locatello · Alexandre Lacoste · Yoshua Bengio · Erran Li Li · Chris Pal · Bernhard Schölkopf

Workshop

NCVX: A General-Purpose Optimization Solver for Constrained Machine and Deep Learning
Buyun Liang · Tim Mitchell · Ju Sun

Workshop

Meta-Learning General-Purpose Learning Algorithms with Transformers
Louis Kirsch · Luke Metz · James Harrison · Jascha Sohl-Dickstein

Workshop

Sat 7:35

Spotlight Talk - A General-Purpose Neural Architecture for Geospatial Systems
Martin Weiss

Workshop

Meta-Learning General-Purpose Learning Algorithms with Transformers
Louis Kirsch · Luke Metz · James Harrison · Jascha Sohl-Dickstein

Workshop

Privacy Aware Experimentation over Sensitive Groups: A General Chi Square Approach
Rina Friedberg · Ryan Rogers

Workshop

Fri 7:48

Sim-to-Lab-to-Real: Safe Reinforcement Learning with Shielding and Generalization Guarantees
Kai-Chieh Hsu · Allen Z. Ren · Duy Nguyen · Anirudha Majumdar · Jaime Fisac

Workshop

Sat 7:05

Karthik Narasimhan: Semantic Supervision for few-shot generalization and personalization
Karthik Narasimhan

Workshop

Compositional Task Generalization with Modular Successor Feature Approximators
Wilka Carvalho Carvalho

Workshop

Relational Out-of-Distribution Generalization
Xinyu Yang · Xinyi Pan · Shengchao Liu · Huaxiu Yao

Workshop

Domain-Adjusted Regression or: ERM May Already Learn Features Sufficient for Out-of-Distribution Generalization
Elan Rosenfeld · Pradeep Ravikumar · Andrej Risteski

Workshop

Sat 13:10

Domain-Adjusted Regression or: ERM May Already Learn Features Sufficient for Out-of-Distribution Generalization
Elan Rosenfeld · Pradeep Ravikumar · Andrej Risteski

Results