Fengpei Li

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 16

Top Topics

Provably Convergent

Eikonal Equation

Ordinary Least Squares

Top Venues

Publications

Shuoguang Yang, Fengpei Li
A Communication-Efficient Algorithm for Federated Multilevel Stochastic Compositional Optimization. IEEE Trans. Signal Process. 72 (2024)
Yu Chen, Wei Deng, Shikai Fang, Fengpei Li, Nicole Tianjiao Yang, Yikai Zhang, Kashif Rasul, Shandian Zhe, Anderson Schneider, Yuriy Nevmyvaka
Provably Convergent Schrödinger Bridge with Applications to Probabilistic Time Series Imputation. CoRR (2023)
Yu Chen, Fengpei Li, Anderson Schneider, Yuriy Nevmyvaka, Asohan Amarasingham, Henry Lam
Detection of Short-Term Temporal Dependencies in Hawkes Processes with Heterogeneous Background Dynamics. UAI (2023)
Fengpei Li, Ziping Zhao
Efficient Sparse Reduced-Rank Regression With Covariance Estimation. SSP (2023)
Sahil Garg, Mina Dalirrooyfard, Anderson Schneider, Yeshaya Adler, Yuriy Nevmyvaka, Yu Chen, Fengpei Li, Guillermo A. Cecchi
Information theoretic clustering via divergence maximization among clusters. UAI (2023)
Yu Chen, Wei Deng, Shikai Fang, Fengpei Li, Nicole Tianjiao Yang, Yikai Zhang, Kashif Rasul, Shandian Zhe, Anderson Schneider, Yuriy Nevmyvaka
Provably Convergent Schrödinger Bridge with Applications to Probabilistic Time Series Imputation. ICML (2023)
Yikai Zhang, Jiahe Lin, Fengpei Li, Yeshaya Adler, Kashif Rasul, Anderson Schneider, Yuriy Nevmyvaka
Risk Bounds on Aleatoric Uncertainty Recovery. AISTATS (2023)
Yu Chen, Fengpei Li, Anderson Schneider, Yuriy Nevmyvaka, Asohan Amarasingham, Henry Lam
Short-term Temporal Dependency Detection under Heterogeneous Event Dynamic with Hawkes Processes. CoRR (2023)
Mengdi Xu, Peide Huang, Fengpei Li, Jiacheng Zhu, Xuewei Qi, Kentaro Oguchi, Zhiyuan Huang, Henry Lam, Ding Zhao
Scalable Safety-Critical Policy Evaluation with Accelerated Rare Event Sampling. IROS (2022)
Henry Lam, Fengpei Li
General Feasibility Bounds for Sample Average Approximation via Vapnik-Chervonenkis Dimension. SIAM J. Optim. 32 (2) (2022)
Mengdi Xu, Peide Huang, Fengpei Li, Jiacheng Zhu, Xuewei Qi, Kentaro Oguchi, Zhiyuan Huang, Henry Lam, Ding Zhao
Accelerated Policy Evaluation: Learning Adversarial Environments with Adaptive Importance Sampling. CoRR (2021)
Fengpei Li, Henry Lam, Siddharth Prusty
Robust Importance Weighting for Covariate Shift. AISTATS (2020)
Haoxian Chen, Henry Lam, Fengpei Li, Amirhossein Meisami
Constrained Reinforcement Learning via Policy Splitting. ACML (2020)
Henry Lam, Fengpei Li
Parametric Scenario Optimization under Limited Data: A Distributionally Robust Optimization View. ACM Trans. Model. Comput. Simul. 30 (4) (2020)
Henry Lam, Fengpei Li, Siddharth Prusty
Robust Importance Weighting for Covariate Shift. CoRR (2019)
Henry Lam, Fengpei Li
Sampling uncertain Constraints under parametric distributions. WSC (2018)