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Spotlight
Wed 7:20 Triple descent and the two kinds of overfitting: where & why do they appear?
Stéphane d'Ascoli · Levent Sagun · Giulio Biroli
Workshop
Poster: An Examination of Preference-based Reinforcement Learning for Treatment Recommendation
Poster
Wed 9:00 Triple descent and the two kinds of overfitting: where & why do they appear?
Stéphane d'Ascoli · Levent Sagun · Giulio Biroli
Poster
Wed 9:00 Practical Low-Rank Communication Compression in Decentralized Deep Learning
Thijs Vogels · Sai Praneeth Karimireddy · Martin Jaggi
Poster
Tue 9:00 Sample Efficient Reinforcement Learning via Low-Rank Matrix Estimation
Devavrat Shah · Dogyoon Song · Zhi Xu · Yuzhe Yang
Poster
Wed 9:00 Continual Learning in Low-rank Orthogonal Subspaces
Arslan Chaudhry · Naeemullah Khan · Puneet Dokania · Philip Torr
Poster
Tue 9:00 Learning Rich Rankings
Arjun Seshadri · Stephen Ragain · Johan Ugander
Poster
Thu 9:00 Learning with Optimized Random Features: Exponential Speedup by Quantum Machine Learning without Sparsity and Low-Rank Assumptions
Hayata Yamasaki · Sathyawageeswar Subramanian · Sho Sonoda · Masato Koashi
Spotlight
Tue 20:20 Preference-based Reinforcement Learning with Finite-Time Guarantees
Yichong Xu · Ruosong Wang · Lin Yang · Aarti Singh · Artur Dubrawski
Spotlight
Tue 7:10 Simultaneous Preference and Metric Learning from Paired Comparisons
Austin Xu · Mark Davenport
Poster
Wed 9:00 Feature Importance Ranking for Deep Learning
Maksymilian Wojtas · Ke Chen
Poster
Tue 21:00 Preference-based Reinforcement Learning with Finite-Time Guarantees
Yichong Xu · Ruosong Wang · Lin Yang · Aarti Singh · Artur Dubrawski