Guanhua Fang

28 papers A* 8A 4B 2Journal 14
YearRankTypeTitle / Venue / Authors
2025 J jnl
Learning under Commission and Omission Event Outliers.
CoRR
Yuecheng Zhang, Guanhua Fang, Wen Yu
2025 J jnl
On Non-asymptotic Theory of Recurrent Neural Networks in Temporal Point Processes.
J. Mach. Learn. Res.
Zhiheng Chen, Guanhua Fang, Wen Yu
2025 J jnl
On Penalization in Stochastic Multi-Armed Bandits.
IEEE Trans. Inf. Theory
Guanhua Fang, Ping Li, Gennady Samorodnitsky
2025 A* conf
Residual TPP: A Unified Lightweight Approach for Event Stream Data Analysis.
ICML
Ruoxin Yuan, Guanhua Fang
2025 J jnl
Toward a unified framework for data-efficient evaluation of large language models.
CoRR
Lele Liao, Qile Zhang, Ruofan Wu, Guanhua Fang
2025 J jnl
Transformers as Unsupervised Learning Algorithms: A study on Gaussian Mixtures.
CoRR
Zhiheng Chen, Ruofan Wu, Guanhua Fang
2024 J jnl
On Non-asymptotic Theory of Recurrent Neural Networks in Temporal Point Processes.
CoRR
Zhiheng Chen, Guanhua Fang, Wen Yu
2024 A* conf
On provable privacy vulnerabilities of graph representations.
NeurIPS
Ruofan Wu, Guanhua Fang, Mingyang Zhang, Qiying Pan, Tengfei Liu, Weiqiang Wang
2024 J jnl
On provable privacy vulnerabilities of graph representations.
CoRR
Ruofan Wu, Guanhua Fang, Qiying Pan, Mingyang Zhang, Tengfei Liu, Weiqiang Wang, Wenbiao Zhao
2024 J jnl
Online estimation and community detection of network point processes for event streams.
Stat. Comput.
Guanhua Fang, Owen G. Ward, Tian Zheng
2023 J jnl
A Cover Time Study of a non-Markovian Algorithm.
CoRR
Guanhua Fang, Gennady Samorodnitsky, Zhiqiang Xu
2023 A conf
Copula for Instance-wise Feature Selection and Rank.
UAI
Hanyu Peng, Guanhua Fang, Ping Li
2023 J jnl
Copula for Instance-wise Feature Selection and Ranking.
CoRR
Hanyu Peng, Guanhua Fang, Ping Li
2023 J jnl
Empirical Risk Minimization for Losses without Variance.
CoRR
Guanhua Fang, Ping Li, Gennady Samorodnitsky
2023 A conf
Piecewise Stationary Bandits under Risk Criteria.
AISTATS
Sujay Bhatt, Guanhua Fang, Ping Li
2023 A* conf
Regression with Label Permutation in Generalized Linear Model.
ICML
Guanhua Fang, Ping Li
2022 J jnl
Catoni-style Confidence Sequences under Infinite Variance.
CoRR
Sujay Bhatt, Guanhua Fang, Ping Li, Gennady Samorodnitsky
2022 A* conf
Minimax M-estimation under Adversarial Contamination.
ICML
Sujay Bhatt, Guanhua Fang, Ping Li, Gennady Samorodnitsky
2022 A* conf
Nearly Optimal Catoni's M-estimator for Infinite Variance.
ICML
Sujay Bhatt, Guanhua Fang, Ping Li, Gennady Samorodnitsky
2022 A conf
Offline change detection under contamination.
UAI
Sujay Bhatt, Guanhua Fang, Ping Li
2022 J jnl
On Penalization in Stochastic Multi-armed Bandits.
CoRR
Guanhua Fang, Ping Li, Gennady Samorodnitsky
2022 B conf
Regret Analysis for RL using Renewal Bandit Feedback.
ITW
Sujay Bhatt, Guanhua Fang, Ping Li, Gennady Samorodnitsky
2022 B conf
Sensitivity of Under-Determined Linear System.
ISIT
Yunfeng Cai, Guanhua Fang, Ping Li
2021 A* conf
A Note on Sparse Generalized Eigenvalue Problem.
NeurIPS
Yunfeng Cai, Guanhua Fang, Ping Li
2021 A conf
Efficient greedy coordinate descent via variable partitioning.
UAI
Huang Fang, Guanhua Fang, Tan Yu, Ping Li
2021 A* conf
On Estimation in Latent Variable Models.
ICML
Guanhua Fang, Ping Li
2021 A* conf
On Variational Inference in Biclustering Models.
ICML
Guanhua Fang, Ping Li
2020 J jnl
Online Community Detection for Event Streams on Networks.
CoRR
Guanhua Fang, Owen G. Ward, Tian Zheng