Alp Yurtsever - Concepedia

Author

Alp Yurtsever

École Polytechnique Fédérale de Lausanne ORCID

Also Known As

Alp Yurtsever, Yurtsever, Alp

Publications

337

Citations

H-Index

Concepts

All Affiliations

École Polytechnique Fédérale de Lausanne Statistics Belgium Massachusetts Institute of Technology Max Planck Society Cornell University

About

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

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	9	9	210
2	Computer Science	9	9	210
3	Data Science	4	4	88
4	Artificial Intelligence	2	2	37
5	Computer Engineering	1	1	12

Alp Yurtsever

Publications

281

Citations

H-Index

Page 1

	Year	Citations
Sketchy Decisions: Convex Low-Rank Matrix Optimization with Optimal Storage Alp Yurtsever, Madeleine Udell, Joel A. Tropp, arXiv (Cornell University) Mathematical ProgrammingFundamental ClassSketchy DecisionsEngineeringMachine Learning	2017	61
A Universal Primal-Dual Convex Optimization Framework Alp Yurtsever, Quoc Tran-Dinh, Volkan Cevher arXiv (Cornell University) Mathematical ProgrammingNumerical AnalysisEngineeringConvex OptimizationConstrained Optimization	2015	28
Randomized Single-View Algorithms for Low-Rank Matrix Approximation Joel A. Tropp, Alp Yurtsever, Madeleine Udell, CaltechAUTHORS (California Institute of Technology) Numerical AnalysisMathematical ProgrammingEngineeringMachine LearningData Science	2017	28
Online Adaptive Methods, Universality and Acceleration Kfir Y. Levy, Alp Yurtsever, Volkan Cevher arXiv (Cornell University) Artificial IntelligenceMathematical ProgrammingEngineeringMachine LearningIntelligent Systems	2018	27
Fixed-Rank Approximation of a Positive-Semidefinite Matrix from Streaming Data Joel A. Tropp, Alp Yurtsever, Madeleine Udell, arXiv (Cornell University) Spectral TheoryNumerical AnalysisMathematical ProgrammingEngineeringMatrix Factorization	2017	21
Conditional Gradient Methods via Stochastic Path-Integrated Differential Estimator Alp Yurtsever, Suvrit Sra, Volkan Cevher Infoscience (Ecole Polytechnique Fédérale de Lausanne)	2019	20
An Optimal-Storage Approach to Semidefinite Programming Using Approximate Complementarity Lijun Ding, Alp Yurtsever, Volkan Cevher, SIAM Journal on Optimization	2021	18
Stochastic Three-Composite Convex Minimization Alp Yurtsever, Bằng Công Vũ, Volkan Cevher arXiv (Cornell University)	2017	13
A Non-Euclidean Gradient Descent Framework for Non-Convex Matrix Factorization Ya-Ping Hsieh, Yu-Chun Kao, Rabeeh Karimi Mahabadi, IEEE Transactions on Signal Processing Numerical AnalysisEngineeringMachine LearningData ScienceMatrix Factorization	2018	12
An Optimal-Storage Approach to Semidefinite Programming using Approximate Complementarity Lijun Ding, Alp Yurtsever, Volkan Cevher, arXiv (Cornell University) Mathematical ProgrammingEngineeringSemi-infinite OptimizationComputer ArchitectureComputational Complexity	2019	12

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