Qian Zhang

16 papers A* 4A 1Journal 11
YearRankTypeTitle / 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