Qian Zhang - RankMe

16 papers A* 4A 1Journal 11

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Bayesian Federated Learning with Hamiltonian Monte Carlo: Algorithm and Theory. J. Comput. Graph. Stat. Jiajun Liang, Qian Zhang, Wei Deng, Qifan Song, Guang Lin
2025	J	`jnl`	Sample Complexity of Agnostic Multiclass Classification: Natarajan Dimension Strikes Back. CoRR Alon Cohen, Liad Erez, Steve Hanneke, Tomer Koren, Yishay Mansour, Shay Moran, Qian Zhang
2024	J	`jnl`	Bayesian Federated Learning with Hamiltonian Monte Carlo: Algorithm and Theory. CoRR Jiajun Liang, Qian Zhang, Wei Deng, Qifan Song, Guang Lin
2024	J	`jnl`	Functional Linear Regression of Cumulative Distribution Functions. Trans. Mach. Learn. Res. Qian Zhang, Anuran Makur, Kamyar Azizzadenesheli
2024	A*	`conf`	Improved Sample Complexity for Multiclass PAC Learning. NeurIPS Steve Hanneke, Shay Moran, Qian Zhang
2024	A	`conf`	On Convergence of Federated Averaging Langevin Dynamics. UAI Wei Deng, Qian Zhang, Yian Ma, Zhao Song, Guang Lin
2024	J	`jnl`	Sparse Contextual CDF Regression. Trans. Mach. Learn. Res. Kamyar Azizzadenesheli, William Lu, Anuran Makur, Qian Zhang
2023	A*	`conf`	Non-reversible Parallel Tempering for Deep Posterior Approximation. AAAI Wei Deng, Qian Zhang, Qi Feng, Faming Liang, Guang Lin
2023	J	`jnl`	Reward Selection with Noisy Observations. CoRR Kamyar Azizzadenesheli, Trung Dang, Aranyak Mehta, Alexandros Psomas, Qian Zhang
2023	A*	`conf`	Universal Rates for Multiclass Learning. COLT Steve Hanneke, Shay Moran, Qian Zhang
2023	J	`jnl`	Universal Rates for Multiclass Learning. CoRR Steve Hanneke, Shay Moran, Qian Zhang
2022	J	`jnl`	Functional Linear Regression of CDFs. CoRR Qian Zhang, Anuran Makur, Kamyar Azizzadenesheli
2022	J	`jnl`	Non-reversible Parallel Tempering for Deep Posterior Approximation. CoRR Wei Deng, Qian Zhang, Qi Feng, Faming Liang, Guang Lin
2021	A*	`conf`	Meta Learning for Support Recovery in High-dimensional Precision Matrix Estimation. ICML Qian Zhang, Yilin Zheng, Jean Honorio
2021	J	`jnl`	On Convergence of Federated Averaging Langevin Dynamics. CoRR Wei Deng, Yi-An Ma, Zhao Song, Qian Zhang, Guang Lin
2020	J	`jnl`	Support Union Recovery in Meta Learning of Gaussian Graphical Models. CoRR Qian Zhang, Yilin Zheng, Jean Honorio