Amit Singer

4 papers · 2014–2021 · 3 venues · across top CS/AI venues

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Achievements

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

Venues

CVPR (2) AISTATS (1) COLT (1)

Top co-authors

Sharon Zhang (1) David W. Jacobs (1) Yuehaw Khoo (1) Ronen Basri (1) Onur Ozyesil (1) Amit Moscovich (1) Tom Goldstein (1) Meirav Galun (1) Soumyadip Sengupta (1) Afonso S. Bandeira (1)

Research topics

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

Keywords

structure from motion (2) 3d reconstruction (1) semidefinite programming (1) outlier detection (1) convex relaxation (1) robust estimation (1) maximum likelihood estimation (1) outlier rejection (1) convex programming (1) procrustes problem (1) alternating direction method of multiplier (1) cryo-electron microscopy (1) maximum likelihood estimator (1) rank constraint (1) semidefinite programming relaxation (1) recovery problem (1) tightness analysis (1) generalized procruste (1) iterative reweighted least square (1) fundamental matrix (1)

Papers

Product Manifold Learning AISTATS 2021 A New Rank Constraint on Multi-View Fundamental Matrices, and Its Application to Camera Location Recovery CVPR 2017 Robust Camera Location Estimation by Convex Programming CVPR 2015 Open Problem: Tightness of maximum likelihood semidefinite relaxations COLT 2014