Li, Fengpei

8 publications

AISTATS 2025 Covariance Selection over Networks Wenfu Xia, Fengpei Li, Ying Sun, Ziping Zhao

TMLR 2025 Reweighting Improves Conditional Risk Bounds Yikai Zhang, Jiahe Lin, Fengpei Li, Songzhu Zheng, Anant Raj, Anderson Schneider, Yuriy Nevmyvaka

UAI 2023 Detection of Short-Term Temporal Dependencies in Hawkes Processes with Heterogeneous Background Dynamics Yu Chen, Fengpei Li, Anderson Schneider, Yuriy Nevmyvaka, Asohan Amarasingham, Henry Lam

UAI 2023 Information Theoretic Clustering via Divergence Maximization Among Clusters Sahil Garg, Mina Dalirrooyfard, Anderson Schneider, Yeshaya Adler, Yuriy Nevmyvaka, Yu Chen, Fengpei Li, Guillermo Cecchi

ICML 2023 Provably Convergent Schrödinger Bridge with Applications to Probabilistic Time Series Imputation Yu Chen, Wei Deng, Shikai Fang, Fengpei Li, Nicole Tianjiao Yang, Yikai Zhang, Kashif Rasul, Shandian Zhe, Anderson Schneider, Yuriy Nevmyvaka

AISTATS 2023 Risk Bounds on Aleatoric Uncertainty Recovery Yikai Zhang, Jiahe Lin, Fengpei Li, Yeshaya Adler, Kashif Rasul, Anderson Schneider, Yuriy Nevmyvaka

ACML 2020 Constrained Reinforcement Learning via Policy Splitting Haoxian Chen, Henry Lam, Fengpei Li, Amirhossein Meisami

AISTATS 2020 Robust Importance Weighting for Covariate Shift Fengpei Li, Henry Lam, Siddharth Prusty