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Poster
Tue 9:00 Generalised Mutual Information for Discriminative Clustering
Louis Ohl · Pierre-Alexandre Mattei · Charles Bouveyron · Warith HARCHAOUI · Mickaël Leclercq · Arnaud Droit · Frederic Precioso
Poster
Tue 9:00 Sample-Efficient Learning of Correlated Equilibria in Extensive-Form Games
Ziang Song · Song Mei · Yu Bai
Poster
Wed 9:00 A time-resolved theory of information encoding in recurrent neural networks
Rainer Engelken · Sven Goedeke
Workshop
Sat 12:00 A (dis-)information theory of revealed and unrevealed preferences
Nitay Alon · Lion Schulz · Peter Dayan · Jeffrey S Rosenschein
Poster
Thu 14:00 Fair Rank Aggregation
Diptarka Chakraborty · Syamantak Das · Arindam Khan · Aditya Subramanian
Poster
Tue 9:00 On the Complexity of Adversarial Decision Making
Dylan J Foster · Alexander Rakhlin · Ayush Sekhari · Karthik Sridharan
Poster
Provable Generalization of Overparameterized Meta-learning Trained with SGD
Yu Huang · Yingbin Liang · Longbo Huang
Workshop
Similarity-preserving Neural Networks from GPLVM and Information Theory
Yanis Bahroun · Atithi Acharya · Dmitri Chklovskii · Anirvan Sengupta
Poster
Tue 14:00 Privacy Induces Robustness: Information-Computation Gaps and Sparse Mean Estimation
Kristian Georgiev · Samuel Hopkins
Poster
Asymptotically Unbiased Instance-wise Regularized Partial AUC Optimization: Theory and Algorithm
HuiYang Shao · Qianqian Xu · Zhiyong Yang · Shilong Bao · Qingming Huang
Poster
Tue 9:00 Provably sample-efficient RL with side information about latent dynamics
Yao Liu · Dipendra Misra · Miro Dudik · Robert Schapire
Workshop
Expander Graph Propagation
Andreea Deac · Marc Lackenby · Petar Veličković