Neural Contextual Bandits with Deep Representation and Shallow
Exploration

Neural Contextual Bandits with Deep Representation and Shallow Exploration

3 December 2020

Quanquan Gu

Papers citing "Neural Contextual Bandits with Deep Representation and Shallow Exploration"

10 / 10 papers shown

Title
Neural Logistic Bandits Seoungbin Bae Dabeen Lee 400 0 0 04 May 2025
Variance-Aware Linear UCB with Deep Representation for Neural Contextual Bandits H. Bui Enrique Mallada Anqi Liu 368 0 0 08 Nov 2024
Towards Domain Adaptive Neural Contextual Bandits Ziyan Wang Hao Wang Hao Wang 107 0 0 13 Jun 2024
Generalization Bounds of Stochastic Gradient Descent for Wide and Deep Neural Networks Yuan Cao Quanquan Gu MLT AI4CE 66 384 0 30 May 2019
Generalization Error Bounds of Gradient Descent for Learning Over-parameterized Deep ReLU Networks Yuan Cao Quanquan Gu ODL MLT AI4CE 60 155 0 04 Feb 2019
Deep Neural Linear Bandits: Overcoming Catastrophic Forgetting through Likelihood Matching Tom Zahavy Shie Mannor HAI 55 30 0 24 Jan 2019
Stochastic Gradient Descent Optimizes Over-parameterized Deep ReLU Networks Difan Zou Yuan Cao Dongruo Zhou Quanquan Gu ODL 133 448 0 21 Nov 2018
Learning and Generalization in Overparameterized Neural Networks, Going Beyond Two Layers Zeyuan Allen-Zhu Yuanzhi Li Yingyu Liang MLT 134 769 0 12 Nov 2018
Finite-Time Analysis of Kernelised Contextual Bandits Michal Valko N. Korda Rémi Munos I. Flaounas N. Cristianini 113 271 0 26 Sep 2013
Optimal computational and statistical rates of convergence for sparse nonconvex learning problems Zhaoran Wang Han Liu Tong Zhang 85 175 0 20 Jun 2013

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