Ma, Yi-An

7 publications

COLT 2024 Faster Sampling Without Isoperimetry via Diffusion-Based Monte Carlo Xunpeng Huang, Difan Zou, Hanze Dong, Yi-An Ma, Tong Zhang

NeurIPS 2024 Log-Concave Sampling from a Convex Body with a Barrier: A Robust and Unified Dikin Walk Yuzhou Gu, Nikki Lijing Kuang, Yi-An Ma, Zhao Song, Lichen Zhang

JMLR 2022 When Is the Convergence Time of Langevin Algorithms Dimension Independent? a Composite Optimization Viewpoint Yoav Freund, Yi-An Ma, Tong Zhang

JMLR 2021 High-Order Langevin Diffusion Yields an Accelerated MCMC Algorithm Wenlong Mou, Yi-An Ma, Martin J. Wainwright, Peter L. Bartlett, Michael I. Jordan

UAI 2019 Deep Mixture of Experts via Shallow Embedding Xin Wang, Fisher Yu, Lisa Dunlap, Yi-An Ma, Ruth Wang, Azalia Mirhoseini, Trevor Darrell, Joseph E. Gonzalez

ICML 2017 Stochastic Gradient MCMC Methods for Hidden Markov Models Yi-An Ma, Nicholas J. Foti, Emily B. Fox

NeurIPS 2015 A Complete Recipe for Stochastic Gradient MCMC Yi-An Ma, Tianqi Chen, Emily B. Fox