Yajun Mei

5 papers · 2018–2024 · 4 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Silver 🐣 Hot Topic Early Bird

Venues

JMLR (2) AISTATS (1) ICML (1) NeurIPS (1)

Top co-authors

Rachel Cummings (3) Wanrong Zhang (3) Rui Tuo (2) Tuo Zhao (2) Qunzhi Xu (2) Sara Krehbiel (2) Hongyuan Zha (1) Zhenghao Xu (1) Yuyang Shi (1) Ethan X. Fang (1)

Research topics

Machine Learning (4) Data Science & Analytics (3) Application Areas (3) Methods (3) Optimization & Theory (3) Mathematics & Optimization (2) Security & Privacy (2) Differential Privacy (2) Optimization (2) Deep Learning (1) Core Methods (1) Learning Types (1) Models (1)

Keywords

differential privacy (3) offline detection (2) online detection (2) change point detection (2) high-dimensional statistics (1) linear discriminant analysis (1) sequential hypothesis testing (1) pseudo-likelihood (1) score matching (1) sequential testing (1) offline learning (1) sequential data (1) confidence region (1) confidence interval (1) type i error (1) renyi differential privacy (1) type ii error (1) sample size (1) optimal convergence rate (1) misclassification rate (1)

Papers

Beyond Point Prediction: Score Matching-based Pseudolikelihood Estimation of Neural Marked Spatio-Temporal Point Process ICML 2024 Pivotal Estimation of Linear Discriminant Analysis in High Dimensions JMLR 2023 Private Sequential Hypothesis Testing for Statisticians: Privacy, Error Rates, and Sample Size AISTATS 2022 Single and Multiple Change-Point Detection with Differential Privacy JMLR 2021 Differentially Private Change-Point Detection NeurIPS 2018