Manolis C. Tsakiris

5 papers · 2017–2024 · 3 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Gold 🗺️ Taxonomy Completionist (14) 🌈 Renaissance Researcher (5)

Venues

CVPR (2) JMLR (2) ICML (1)

Top co-authors

René Vidal (4) Liangzu Peng (2) Daniel P. Robinson (1) Zhihui Zhu (1) Yunchen Yang (1) Laurent Kneip (1) Tianjiao Ding (1) Yunzhen Yao (1)

Research topics

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

Keywords

dual principal component pursuit (2) robust estimation (2) principal component analysis (1) hyperplane clustering (1) subspace learning (1) sparse representation (1) point cloud registration (1) model fitting (1) outlier detection (1) matrix completion (1) low-rank representation (1) homography estimation (1) record linkage (1) robust recovery (1) ℓ1 optimization (1) geometric vision (1) rotation estimation (1) correspondence search (1) quaternion optimization (1) consensus maximization (1)

Papers

Unlabeled Principal Component Analysis and Matrix Completion JMLR 2024 ARCS: Accurate Rotation and Correspondence Search CVPR 2022 Robust Homography Estimation via Dual Principal Component Pursuit CVPR 2020 Dual Principal Component Pursuit JMLR 2018 Hyperplane Clustering via Dual Principal Component Pursuit ICML 2017