Guanhua Fang

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 21

Top Topics

Latent Variable Models

Recurrent Neural Networks

Point Processes

Top Venues

Publications

Zhiheng Chen, Guanhua Fang, Wen Yu
On Non-asymptotic Theory of Recurrent Neural Networks in Temporal Point Processes. CoRR (2024)
Ruofan Wu, Guanhua Fang, Qiying Pan, Mingyang Zhang, Tengfei Liu, Weiqiang Wang, Wenbiao Zhao
On provable privacy vulnerabilities of graph representations. CoRR (2024)
Guanhua Fang, Owen G. Ward, Tian Zheng
Online estimation and community detection of network point processes for event streams. Stat. Comput. 34 (1) (2024)
Hanyu Peng, Guanhua Fang, Ping Li
Copula for Instance-wise Feature Selection and Ranking. CoRR (2023)
Guanhua Fang, Ping Li
Regression with Label Permutation in Generalized Linear Model. ICML (2023)
Hanyu Peng, Guanhua Fang, Ping Li
Copula for Instance-wise Feature Selection and Rank. UAI (2023)
Guanhua Fang, Gennady Samorodnitsky, Zhiqiang Xu
A Cover Time Study of a non-Markovian Algorithm. CoRR (2023)
Guanhua Fang, Ping Li, Gennady Samorodnitsky
Empirical Risk Minimization for Losses without Variance. CoRR (2023)
Sujay Bhatt, Guanhua Fang, Ping Li
Piecewise Stationary Bandits under Risk Criteria. AISTATS (2023)
Sujay Bhatt, Guanhua Fang, Ping Li, Gennady Samorodnitsky
Nearly Optimal Catoni's M-estimator for Infinite Variance. ICML (2022)
Sujay Bhatt, Guanhua Fang, Ping Li
Offline change detection under contamination. UAI (2022)
Guanhua Fang, Ping Li, Gennady Samorodnitsky
On Penalization in Stochastic Multi-armed Bandits. CoRR (2022)
Sujay Bhatt, Guanhua Fang, Ping Li, Gennady Samorodnitsky
Catoni-style Confidence Sequences under Infinite Variance. CoRR (2022)
Sujay Bhatt, Guanhua Fang, Ping Li, Gennady Samorodnitsky
Minimax M-estimation under Adversarial Contamination. ICML (2022)
Sujay Bhatt, Guanhua Fang, Ping Li, Gennady Samorodnitsky
Regret Analysis for RL using Renewal Bandit Feedback. ITW (2022)
Yunfeng Cai, Guanhua Fang, Ping Li
Sensitivity of Under-Determined Linear System. ISIT (2022)
Guanhua Fang, Ping Li
On Estimation in Latent Variable Models. ICML (2021)
Guanhua Fang, Ping Li
On Variational Inference in Biclustering Models. ICML (2021)
Yunfeng Cai, Guanhua Fang, Ping Li
A Note on Sparse Generalized Eigenvalue Problem. NeurIPS (2021)
Huang Fang, Guanhua Fang, Tan Yu, Ping Li
Efficient greedy coordinate descent via variable partitioning. UAI (2021)
Guanhua Fang, Owen G. Ward, Tian Zheng
Online Community Detection for Event Streams on Networks. CoRR (2020)