Concepedia

Alp Yurtsever

AY

14

Publications

281

Citations

11

H-Index

2015

Active since

Affiliations

École Polytechnique Fédérale de Lausanne(Current)

Statistics Belgium

Massachusetts Institute of Technology

Max Planck Society

Cornell University

Alp Yurtsever is an author at École Polytechnique Fédérale de Lausanne specializing in engineering, computer science, and mathematical programming.

Top concepts

EngineeringComputer ScienceMathematical ProgrammingInverse ProblemsApproximation TheoryMachine LearningConvex OptimizationNumerical AnalysisData ScienceArtificial Intelligence

Publications per year

2015–2021

14

Publications

14

Sketchy Decisions: Convex Low-Rank Matrix Optimization with Optimal Storage

Alp Yurtsever, Madeleine Udell, Joel A. Tropp et al. · arXiv (Cornell University) · 2017 · 61 citations · Full text

Mathematical Programming, Fundamental Class, Sketchy Decisions +12

A Universal Primal-Dual Convex Optimization Framework

Alp Yurtsever, Quoc Tran-Dinh, Volkan Cevher · arXiv (Cornell University) · 2015 · 28 citations · Full text

Mathematical Programming, Numerical Analysis, Engineering +13

Randomized Single-View Algorithms for Low-Rank Matrix Approximation

Joel A. Tropp, Alp Yurtsever, Madeleine Udell et al. · CaltechAUTHORS (California Institute of Technology) · 2017 · 28 citations · Full text

Numerical Analysis, Mathematical Programming, Engineering +15

Online Adaptive Methods, Universality and Acceleration

Kfir Y. Levy, Alp Yurtsever, Volkan Cevher · arXiv (Cornell University) · 2018 · 27 citations · Full text

Artificial Intelligence, Mathematical Programming, Engineering +16

Fixed-Rank Approximation of a Positive-Semidefinite Matrix from Streaming Data

Joel A. Tropp, Alp Yurtsever, Madeleine Udell et al. · arXiv (Cornell University) · 2017 · 21 citations · Full text

Spectral Theory, Numerical Analysis, Mathematical Programming +14

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