Concepedia

Mert Pilancı

MP

Statistics

Publications

22

Citations

846

H-Index

14

Active since

2010

Affiliations

University of California, Berkeley(Current)

Stanford University

Bilkent University

Mert Pilancı is an author at University of California, Berkeley specializing in engineering, machine learning, and computer science.

Top concepts

EngineeringComputer ScienceMachine LearningInverse ProblemsData ScienceApproximation TheoryConvex OptimizationMathematical ProgrammingPattern RecognitionDeep Learning

Publications per year

2010–2022

22

Publications

22

Newton Sketch: A Near Linear-Time Optimization Algorithm with Linear-Quadratic Convergence

Mert Pilancı, Martin J. Wainwright · SIAM Journal on Optimization · 2017 · 184 citations

Numerical Analysis, Mathematical Programming, Engineering +14

Randomized sketches for kernels: Fast and optimal nonparametric regression

Yun Yang, Mert Pilancı, Martin J. Wainwright · The Annals of Statistics · 2017 · 146 citations

Engineering, Machine Learning, Data Science +15

Iterative hessian sketch: fast and accurate solution approximation for constrained least-squares

Mert Pilancı, Martin J. Wainwright · 2016 · 135 citations

Sparse learning via Boolean relaxations

Mert Pilancı, Martin J. Wainwright, Laurent El Ghaoui · Mathematical Programming · 2015 · 56 citations

Sparse Representation, Engineering, Machine Learning +4

Recovery of Sparse Probability Measures via Convex Programming

Mert Pilancı, Laurent El Ghaoui, Venkat Chandrasekaran · CaltechAUTHORS (California Institute of Technology) · 2012 · 43 citations · Full text

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