Lu, Zhou

15 publications

COLT 2025 Sparsity-Based Interpolation of External, Internal and Swap Regret Zhou Lu, Y Jennifer Sun, Zhiyu Zhang

ICLR 2024 Adaptive Regret for Bandits Made Possible: Two Queries Suffice Zhou Lu, Qiuyi Zhang, Xinyi Chen, Fred Zhang, David Woodruff, Elad Hazan

ICMLW 2024 Meta-Optimization for Deep Learning via Nonstochastic Control Xinyi Chen, Evan Dogariu, Zhou Lu, Elad Hazan

ICMLW 2024 Nonconvex Meta-Optimization for Deep Learning Xinyi Chen, Evan Dogariu, Zhou Lu, Elad Hazan

ALT 2024 On the Computational Benefit of Multimodal Learning Zhou Lu

NeurIPS 2024 Online Control in Population Dynamics Noah Golowich, Elad Hazan, Zhou Lu, Dhruv Rohatgi, Y. Jennifer Sun

NeurIPSW 2024 The Importance of Being Bayesian in Online Conformal Prediction Zhiyu Zhang, Zhou Lu, Heng Yang

NeurIPS 2024 Tight Rates for Bandit Control Beyond Quadratics Y. Jennifer Sun, Zhou Lu

NeurIPS 2024 When Is Inductive Inference Possible? Zhou Lu

NeurIPS 2023 A Theory of Multimodal Learning Zhou Lu

ALT 2023 Projection-Free Adaptive Regret with Membership Oracles Zhou Lu, Nataly Brukhim, Paula Gradu, Elad Hazan

NeurIPS 2022 Non-Convex Online Learning via Algorithmic Equivalence Udaya Ghai, Zhou Lu, Elad Hazan

ICML 2021 Towards Certifying L-Infinity Robustness Using Neural Networks with L-Inf-Dist Neurons Bohang Zhang, Tianle Cai, Zhou Lu, Di He, Liwei Wang

ICML 2020 Boosting for Control of Dynamical Systems Naman Agarwal, Nataly Brukhim, Elad Hazan, Zhou Lu

NeurIPS 2017 The Expressive Power of Neural Networks: A View from the Width Zhou Lu, Hongming Pu, Feicheng Wang, Zhiqiang Hu, Liwei Wang