Jiaqi Yang - RankMe

15 papers A* 6A 1Journal 8

Year	Rank	Type	Title / Venue / Authors
2022	J	`jnl`	Nearly Minimax Algorithms for Linear Bandits with Shared Representation. CoRR Jiaqi Yang, Qi Lei, Jason D. Lee, Simon S. Du
2021	A	`conf`	Fully Gap-Dependent Bounds for Multinomial Logit Bandit. AISTATS Jiaqi Yang
2021	A*	`conf`	Going Beyond Linear RL: Sample Efficient Neural Function Approximation. NeurIPS Baihe Huang, Kaixuan Huang, Sham M. Kakade, Jason D. Lee, Qi Lei, Runzhe Wang, Jiaqi Yang
2021	J	`jnl`	Going Beyond Linear RL: Sample Efficient Neural Function Approximation. CoRR Baihe Huang, Kaixuan Huang, Sham M. Kakade, Jason D. Lee, Qi Lei, Runzhe Wang, Jiaqi Yang
2021	A*	`conf`	Impact of Representation Learning in Linear Bandits. ICLR Jiaqi Yang, Wei Hu, Jason D. Lee, Simon Shaolei Du
2021	A*	`conf`	Improved Variance-Aware Confidence Sets for Linear Bandits and Linear Mixture MDP. NeurIPS Zihan Zhang, Jiaqi Yang, Xiangyang Ji, Simon S. Du
2021	A*	`conf`	Linear bandits with limited adaptivity and learning distributional optimal design. STOC Yufei Ruan, Jiaqi Yang, Yuan Zhou
2021	A*	`conf`	Optimal Gradient-based Algorithms for Non-concave Bandit Optimization. NeurIPS Baihe Huang, Kaixuan Huang, Sham M. Kakade, Jason D. Lee, Qi Lei, Runzhe Wang, Jiaqi Yang
2021	J	`jnl`	Optimal Gradient-based Algorithms for Non-concave Bandit Optimization. CoRR Baihe Huang, Kaixuan Huang, Sham M. Kakade, Jason D. Lee, Qi Lei, Runzhe Wang, Jiaqi Yang
2021	A*	`conf`	Provable Model-based Nonlinear Bandit and Reinforcement Learning: Shelve Optimism, Embrace Virtual Curvature. NeurIPS Kefan Dong, Jiaqi Yang, Tengyu Ma
2021	J	`jnl`	Provable Model-based Nonlinear Bandit and Reinforcement Learning: Shelve Optimism, Embrace Virtual Curvature. CoRR Kefan Dong, Jiaqi Yang, Tengyu Ma
2021	J	`jnl`	Variance-Aware Confidence Set: Variance-Dependent Bound for Linear Bandits and Horizon-Free Bound for Linear Mixture MDP. CoRR Zihan Zhang, Jiaqi Yang, Xiangyang Ji, Simon S. Du
2020	J	`jnl`	Fully Gap-Dependent Bounds for Multinomial Logit Bandit. CoRR Jiaqi Yang
2020	J	`jnl`	Linear Bandits with Limited Adaptivity and Learning Distributional Optimal Design. CoRR Yufei Ruan, Jiaqi Yang, Yuan Zhou
2020	J	`jnl`	Provable Benefits of Representation Learning in Linear Bandits. CoRR Jiaqi Yang, Wei Hu, Jason D. Lee, Simon S. Du