Guanghui Wang

10 catalog papers. Identity-linked publications and additional name matches are distinguished below.

ORCID: 0000-0003-3182-104X

Publications

• Integral probability metric-guided CUSUM-Net for nonparametric changepoint detection — Biometrika 2026 (name-matched, not ORCID-linked)
• ART: distribution-free and model-agnostic changepoint detection with finite-sample guarantees — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 2026 (name-matched, not ORCID-linked)
• Universal Online Convex Optimization Meets Second-order Bounds — Journal of Machine Learning Research 2025 (name-matched, not ORCID-linked)
• Reliever: Relieving the Burden of Costly Model Fits for Changepoint Detection — Journal of Machine Learning Research 2025 (name-matched, not ORCID-linked)
• Low-Rank Matrix Estimation in the Presence of Change-Points — Journal of Machine Learning Research 2024 (name-matched, not ORCID-linked)
• Computationally efficient and data-adaptive changepoint inference in high dimension — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 2023
• Projection-free Distributed Online Learning with Sublinear Communication Complexity — Journal of Machine Learning Research 2022 (name-matched, not ORCID-linked)
• Bandit Convex Optimization in Non-stationary Environments — Journal of Machine Learning Research 2021 (name-matched, not ORCID-linked)
• Consistent selection of the number of change-points via sample-splitting — The Annals of Statistics 2020
• Change-point detection in multinomial data with a large number of categories — The Annals of Statistics 2018 (name-matched, not ORCID-linked)