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Spotlight
Mon 12:05 Generalization bounds via distillation
Daniel Hsu · Ziwei Ji · Matus Telgarsky · Lan Wang
Poster
Tue 9:00 Sharper Generalization Bounds for Learning with Gradient-dominated Objective Functions
Yunwen Lei · Yiming Ying
Poster
Tue 17:00 Knowledge Distillation as Semiparametric Inference
Tri Dao · Govinda Kamath · Vasilis Syrgkanis · Lester Mackey
Poster
Wed 9:00 For self-supervised learning, Rationality implies generalization, provably
Yamini Bansal · Gal Kaplun · Boaz Barak
Poster
Wed 17:00 A PAC-Bayesian Approach to Generalization Bounds for Graph Neural Networks
Renjie Liao · Raquel Urtasun · Richard Zemel
Poster
Thu 9:00 Heating up decision boundaries: isocapacitory saturation, adversarial scenarios and generalization bounds
Bogdan Georgiev · Lukas Franken · Mayukh Mukherjee
Poster
Thu 17:00 Generalization bounds via distillation
Daniel Hsu · Ziwei Ji · Matus Telgarsky · Lan Wang