Yi-An Ma
University of California, San Diego
H-index: 23
North America-United States
Top articles of Yi-An Ma
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Estimate exponential memory decay in hidden Markov model and its applications to inference | Physica D: Nonlinear Phenomena | Felix X-F Ye Yi-an Ma Hong Qian | 2024/4/1 |
On the convergence of black-box variational inference | Advances in Neural Information Processing Systems | Kyurae Kim Jisu Oh Kaiwen Wu Yian Ma Jacob Gardner | 2024/2/13 |
Aiming towards the minimizers: fast convergence of SGD for overparametrized problems | Advances in neural information processing systems | Chaoyue Liu Dmitriy Drusvyatskiy Misha Belkin Damek Davis Yian Ma | 2024/2/13 |
Faster Sampling without Isoperimetry via Diffusion-based Monte Carlo | arXiv preprint arXiv:2401.06325 | Xunpeng Huang Difan Zou Hanze Dong Yian Ma Tong Zhang | 2024/1/12 |
Learning Granger Causality from Instance-wise Self-attentive Hawkes Processes | Dongxia Wu Tsuyoshi Idé Georgios Kollias Jiri Navratil Aurelie Lozano | 2024/4/18 | |
Linear Convergence of Black-Box Variational Inference: Should We Stick the Landing? | Kyurae Kim Yian Ma Jacob Gardner | 2024/4/18 | |
Posterior sampling with delayed feedback for reinforcement learning with linear function approximation | Advances in Neural Information Processing Systems | Nikki Lijing Kuang Ming Yin Mengdi Wang Yu-Xiang Wang Yian Ma | 2023/12/15 |
The adaptive spectral koopman method for dynamical systems | SIAM Journal on Applied Dynamical Systems | Bian Li Yian Ma J Nathan Kutz Xiu Yang | 2023/9/30 |
A Central Limit Theorem for Stochastic Saddle Point Optimization | arXiv preprint arXiv:2306.06305 | Abhishek Roy Yian Ma | 2023/6/9 |
Deep bayesian active learning for accelerating stochastic simulation | Dongxia Wu Ruijia Niu Matteo Chinazzi Alessandro Vespignani Yi-An Ma | 2023/8/6 | |
SGD batch saturation for training wide neural networks | Chaoyue Liu Dmitriy Drusvyatskiy Mikhail Belkin Damek Davis Yian Ma | 2023/10/13 | |
Bayesian robustness: A nonasymptotic viewpoint | Journal of the American Statistical Association | Kush Bhatia Yi-An Ma Anca D Dragan Peter L Bartlett Michael I Jordan | 2023/3/15 |
Optimization on Pareto sets: On a theory of multi-objective optimization | arXiv preprint arXiv:2308.02145 | Abhishek Roy Geelon So Yi-An Ma | 2023/8/4 |
Tractable MCMC for Private Learning with Pure and Gaussian Differential Privacy | arXiv preprint arXiv:2310.14661 | Yingyu Lin Yian Ma Yu-Xiang Wang Rachel Redberg | 2023/10/23 |
Reverse Diffusion Monte Carlo | arXiv preprint arXiv:2307.02037 | Xunpeng Huang Hanze Dong Yifan Hao Yian Ma Tong Zhang | 2023/7/5 |
Recursive Score Estimation Accelerates Diffusion-Based Monte Carlo | Xunpeng Huang Difan Zou Hanze Dong Yian Ma Tong Zhang | 2023/10/13 | |
Langevin Thompson Sampling with Logarithmic Communication: Bandits and Reinforcement Learning | Amin Karbasi Nikki Lijing Kuang Yian Ma Siddharth Mitra | 2023/7/3 | |
A Gradient-Based Optimization Method Using the Koopman Operator | arXiv preprint arXiv:2312.14361 | Mengqi Hu Bian Li Yi-An Ma Yifei Lou Xiu Yang | 2023/12/22 |
Discovering Mixtures of Structural Causal Models from Time Series Data | arXiv preprint arXiv:2310.06312 | Sumanth Varambally Yi-An Ma Rose Yu | 2023/10/10 |
Disentangled Multi-Fidelity Deep Bayesian Active Learning | Proceedings of the 40th International Conference on Machine Learning (ICML) | Dongxia Wu Ruijia Niu Matteo Chinazzi Yian Ma Rose Yu | 2023/5/7 |
Co-Authors
