Bruce Hajek

5 papers · 2014–2024 · 4 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Half 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (13) 🐣 Hot Topic Early Bird

Venues

COLT (2) ICML (1) JMLR (1) NeurIPS (1)

Top co-authors

Jiaming Xu (4) Yihong Wu (3) Taha Ameen (1) Sewoong Oh (1)

Research topics

Mathematics & Optimization (5) Machine Learning (4) Core Methods (3) Mathematics (3) Optimization (3) Optimization & Theory (2) Computer Science (1) Data Science & Analytics (1) Foundations (1) Methods (1)

Keywords

community detection (3) submatrix localization (2) message passing (1) minimax estimation (1) maximum likelihood estimation (1) rank aggregation (1) gaussian noise (1) stochastic block model (1) plackett-luce model (1) cramer-rao bound (1) minimax optimal (1) planted clique (1) pairwise comparison (1) random graph (1) phase transition (1) partial ranking (1) maximum likelihood estimator (1) cramér-rao lower bound (1) spectral gap (1) noisy biclustering (1)

Papers

Robust Graph Matching when Nodes are Corrupt ICML 2024 Submatrix localization via message passing JMLR 2018 Semidefinite Programs for Exact Recovery of a Hidden Community COLT 2016 Computational Lower Bounds for Community Detection on Random Graphs COLT 2015 Minimax-optimal Inference from Partial Rankings NeurIPS 2014