|
Poster
|
Fri 11:00
|
Stability and Generalization of Asynchronous SGD: Sharper Bounds Beyond Lipschitz and Smoothness
Xiaoge Deng · Tao Sun · Shengwei Li · Dongsheng Li · Xicheng Lu
|
|
|
Poster
|
Fri 11:00
|
Is O(log N) practical? Near-Equivalence Between Delay Robustness and Bounded Regret in Bandits and RL
Enoch H. Kang · P. R. Kumar
|
|
|
Poster
|
Fri 11:00
|
Bounds for the smallest eigenvalue of the NTK for arbitrary spherical data of arbitrary dimension
Kedar Karhadkar · Michael Murray · Guido Montufar
|
|
|
Workshop
|
|
Increasing Fairness via Combination with Learning Guarantees
Yijun Bian · Kun Zhang
|
|
|
Poster
|
|
Improved Bayes Regret Bounds for Multi-Task Hierarchical Bayesian Bandit Algorithms
Jiechao Guan · Hui Xiong
|
|
|
Workshop
|
|
Sample Compression Hypernetworks: From Generalization Bounds to Meta-Learning
Benjamin Leblanc · Mathieu Bazinet · Nathaniel D'Amours · Pascal Germain · Alexandre Drouin
|
|
|
Poster
|
Wed 16:30
|
Communication Bounds for the Distributed Experts Problem
Zhihao Jia · Qi Pang · Trung Tran · David Woodruff · Zhihao Zhang · Wenting Zheng
|
|
|
Poster
|
Fri 11:00
|
Transferability Bound Theory: Exploring Relationship between Adversarial Transferability and Flatness
Mingyuan Fan · Xiaodan Li · Cen Chen · Wenmeng Zhou · Yaliang Li
|
|
|
Poster
|
Wed 11:00
|
Strategic Littlestone Dimension: Improved Bounds on Online Strategic Classification
Saba Ahmadi · Kunhe Yang · Hanrui Zhang
|
|
|
Poster
|
Wed 11:00
|
Randomized algorithms and PAC bounds for inverse reinforcement learning in continuous spaces
Angeliki Kamoutsi · Peter Schmitt-Förster · Tobias Sutter · Volkan Cevher · John Lygeros
|
|
|
Poster
|
Thu 11:00
|
Topological Generalization Bounds for Discrete-Time Stochastic Optimization Algorithms
Rayna Andreeva · Benjamin Dupuis · Rik Sarkar · Tolga Birdal · Umut Simsekli
|
|
|
Poster
|
Wed 11:00
|
Scalable Neural Network Verification with Branch-and-bound Inferred Cutting Planes
Duo Zhou · Christopher Brix · Grani A. Hanasusanto · Huan Zhang
|
|
