Hu, Yuanhan

4 publications

JMLR 2024 Penalized Overdamped and Underdamped Langevin Monte Carlo Algorithms for Constrained Sampling Mert Gurbuzbalaban, Yuanhan Hu, Lingjiong Zhu

TMLR 2023 Cyclic and Randomized Stepsizes Invoke Heavier Tails in SGD than Constant Stepsize Mert Gurbuzbalaban, Yuanhan Hu, Umut Simsekli, Lingjiong Zhu

AISTATS 2021 Fractional Moment-Preserving Initialization Schemes for Training Deep Neural Networks Mert Gurbuzbalaban, Yuanhan Hu

JMLR 2021 Decentralized Stochastic Gradient Langevin Dynamics and Hamiltonian Monte Carlo Mert Gürbüzbalaban, Xuefeng Gao, Yuanhan Hu, Lingjiong Zhu