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Poster
Wed 14:00 Split-kl and PAC-Bayes-split-kl Inequalities for Ternary Random Variables
Yi-Shan Wu · Yevgeny Seldin
Poster
Tue 9:00 On the Importance of Gradient Norm in PAC-Bayesian Bounds
Itai Gat · Yossi Adi · Alex Schwing · Tamir Hazan
Workshop
Cold Posteriors through PAC-Bayes
Konstantinos Pitas · Julyan Arbel
Workshop
Cold Posteriors through PAC-Bayes
Konstantinos Pitas · Julyan Arbel
Poster
Wed 14:00 Evaluated CMI Bounds for Meta Learning: Tightness and Expressiveness
Fredrik Hellström · Giuseppe Durisi
Poster
Wed 9:00 On Margins and Generalisation for Voting Classifiers
Felix Biggs · Valentina Zantedeschi · Benjamin Guedj
Poster
Thu 14:00 A New Family of Generalization Bounds Using Samplewise Evaluated CMI
Fredrik Hellström · Giuseppe Durisi
Poster
Thu 14:00 Integral Probability Metrics PAC-Bayes Bounds
Ron Amit · Baruch Epstein · Shay Moran · Ron Meir
Poster
Tue 14:00 Online PAC-Bayes Learning
Maxime Haddouche · Benjamin Guedj
Poster
Tue 14:00 PAC-Bayes Compression Bounds So Tight That They Can Explain Generalization
Sanae Lotfi · Marc Finzi · Sanyam Kapoor · Andres Potapczynski · Micah Goldblum · Andrew Wilson