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Poster
Wed 10:45 Low-Complexity Nonparametric Bayesian Online Prediction with Universal Guarantees
Alix LHERITIER · Frederic Cazals
Poster
Tue 17:30 Efficiently escaping saddle points on manifolds
Christopher Criscitiello · Nicolas Boumal
Poster
Thu 10:45 Exact sampling of determinantal point processes with sublinear time preprocessing
Michal Derezinski · Daniele Calandriello · Michal Valko
Poster
Wed 10:45 Smoothing Structured Decomposable Circuits
Andy Shih · Guy Van den Broeck · Paul Beame · Antoine Amarilli
Poster
Tue 10:45 List-decodable Linear Regression
Sushrut Karmalkar · Adam Klivans · Pravesh Kothari
Poster
Tue 10:45 On the Hardness of Robust Classification
Pascale Gourdeau · Varun Kanade · Marta Kwiatkowska · James Worrell
Poster
Thu 17:00 Efficient Rematerialization for Deep Networks
Ravi Kumar · Manish Purohit · Zoya Svitkina · Erik Vee · Joshua Wang
Poster
Tue 10:45 Regret Bounds for Learning State Representations in Reinforcement Learning
Ronald Ortner · Matteo Pirotta · Alessandro Lazaric · Ronan Fruit · Odalric-Ambrym Maillard
Poster
Tue 17:30 Integrating Markov processes with structural causal modeling enables counterfactual inference in complex systems
Robert Ness · Kaushal Paneri · Olga Vitek
Poster
Thu 17:00 Global Convergence of Gradient Descent for Deep Linear Residual Networks
Lei Wu · Qingcan Wang · Chao Ma
Poster
Wed 17:00 Learning to Correlate in Multi-Player General-Sum Sequential Games
Andrea Celli · Alberto Marchesi · Tommaso Bianchi · Nicola Gatti
Poster
Wed 10:45 Submodular Function Minimization with Noisy Evaluation Oracle
Shinji Ito