Poster

Tue 18:30

On the High Accuracy Limitation of Adaptive Property Estimation
Yanjun Han

Poster

Wed 12:45

Completing the Picture: Randomized Smoothing Suffers from the Curse of Dimensionality for a Large Family of Distributions
Yihan Wu · Aleksandar Bojchevski · Aleksei Kuvshinov · Stephan Günnemann

Poster

Wed 6:00

Logistic Q-Learning
Joan Bas Serrano · Sebastian Curi · Andreas Krause · Gergely Neu

Poster

Wed 6:00

Logical Team Q-learning: An approach towards factored policies in cooperative MARL
Lucas Cassano · Ali H. Sayed

Poster

Wed 12:45

Hierarchical Clustering in General Metric Spaces using Approximate Nearest Neighbors
Benjamin Moseley · Sergei Vassilvtiskii · Yuyan Wang

Poster

Tue 18:30

Q-learning with Logarithmic Regret
Kunhe Yang · Lin Yang · Simon Du

Poster

Wed 6:00

Fast Learning in Reproducing Kernel Krein Spaces via Signed Measures
Fanghui Liu · Xiaolin Huang · Yingyi Chen · Johan Suykens

Poster

Wed 12:45

DebiNet: Debiasing Linear Models with Nonlinear Overparameterized Neural Networks
Shiyun Xu · Zhiqi Bu

Oral Session

Tue 16:15

Bandits, Reinforcement Learning / Optimization

Oral Session

Thu 13:00

Generalization / Reinforcement Learning / Optimization

Oral Session

Wed 9:15

Bandits, Reinforcement Learning / Learning Theory / Sparse Methods

Poster

Tue 18:30

Hindsight Expectation Maximization for Goal-conditioned Reinforcement Learning
Yunhao Tang · Alp Kucukelbir