Binyan Jiang

4 papers · 2018–2023 · 1 venue · 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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🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (12)

Venues

JMLR (4)

Top co-authors

Chenlei Leng (2) Defeng Sun (1) Xiangyu Wang (1) Qian Li (1) Qiuping Wang (1) Ting Yan (1) Qiwei Yao (1) Jialiang Li (1)

Research topics

Machine Learning (4) Mathematics & Optimization (3) Core Methods (3) Application Areas (2) Mathematics (2) Optimization & Theory (2) Data Science & Analytics (1) Applications (1) Optimization (1)

Keywords

augmented lagrangian (1) change point detection (1) differential privacy (1) spectral clustering (1) sparse estimation (1) community detection (1) exponential family (1) precision matrix (1) sparse optimization (1) precision matrix estimation (1) inverse covariance (1) stochastic block model (1) second-order optimization (1) matrix estimation (1) bipartite graph (1) autoregressive model (1) sparse structure (1) alternating direction method of multiplier (1) asymptotic normality (1) augmented lagrangian method (1)

Papers

Autoregressive Networks JMLR 2023 MARS: A Second-Order Reduction Algorithm for High-Dimensional Sparse Precision Matrices Estimation JMLR 2023 Two-mode Networks: Inference with as Many Parameters as Actors and Differential Privacy JMLR 2022 A Direct Approach for Sparse Quadratic Discriminant Analysis JMLR 2018