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Poster
Wed 14:00 On the Sample Complexity of Stabilizing LTI Systems on a Single Trajectory
Yang Hu · Adam Wierman · Guannan Qu
Poster
Thu 9:00 Minimax Regret for Cascading Bandits
Daniel Vial · Sujay Sanghavi · Sanjay Shakkottai · R. Srikant
Poster
Provable Generalization of Overparameterized Meta-learning Trained with SGD
Yu Huang · Yingbin Liang · Longbo Huang
Poster
Wed 14:00 Learning-Augmented Algorithms for Online Linear and Semidefinite Programming
Elena Grigorescu · Young-San Lin · Sandeep Silwal · Maoyuan Song · Samson Zhou
Affinity Workshop
Model Averaging to Learn Bayesian Network Structures with Non-Linear Structured Representations
Charupriya Sharma
Poster
Wed 14:00 On Non-Linear operators for Geometric Deep Learning
Grégoire Sergeant-Perthuis · Jakob Maier · Joan Bruna · Edouard Oyallon
Poster
Tue 9:00 Non-Linear Coordination Graphs
Yipeng Kang · Tonghan Wang · Qianlan Yang · Xiaoran Wu · Chongjie Zhang
Poster
Wed 9:00 On the Statistical Efficiency of Reward-Free Exploration in Non-Linear RL
Jinglin Chen · Aditya Modi · Akshay Krishnamurthy · Nan Jiang · Alekh Agarwal
Poster
Wed 14:00 A Simple and Provably Efficient Algorithm for Asynchronous Federated Contextual Linear Bandits
Jiafan He · Tianhao Wang · Yifei Min · Quanquan Gu
Poster
Tue 14:00 Posterior Collapse of a Linear Latent Variable Model
Zihao Wang · Liu Ziyin
Poster
Tue 9:00 Scalable Representation Learning in Linear Contextual Bandits with Constant Regret Guarantees
Andrea Tirinzoni · Matteo Papini · Ahmed Touati · Alessandro Lazaric · Matteo Pirotta
Poster
Wed 9:00 Best of Both Worlds Model Selection
Aldo Pacchiano · Christoph Dann · Claudio Gentile