Concepedia

Michał Dereziński

MD

14

Publications

239

Citations

12

H-Index

2017

Active since

Affiliations

University of California, Berkeley(Current)

University of California, Santa Cruz

University of California System

Italian Institute of Technology

Columbia University

Michał Dereziński is an author at University of California, Berkeley specializing in statistics, engineering, and statistical inference.

Top concepts

EngineeringStatisticsStatistical InferenceMathematical ProgrammingData ScienceInverse ProblemsMachine LearningEstimation TheoryApproximation TheoryComputer Science

Publications per year

2017–2024

14

Publications

14

Leveraged volume sampling for linear regression

Michał Dereziński, Manfred K. Warmuth, Daniel Hsu · arXiv (Cornell University) · 2018 · 44 citations · Full text

Determinantal Rejection, Parameter Estimation, Engineering +11

Exact expressions for double descent and implicit regularization via surrogate random design

Michał Dereziński, Feynman Liang, Michael W. Mahoney · arXiv (Cornell University) · 2019 · 33 citations · Full text

Mathematical Programming, Engineering, Machine Learning +19

Exact sampling of determinantal point processes with sublinear time preprocessing

Michał Dereziński, Daniele Calandriello · HAL (Le Centre pour la Communication Scientifique Directe) · 2019 · 20 citations · Full text

Unbiased estimates for linear regression via volume sampling

Michał Dereziński, Manfred K. Warmuth · arXiv (Cornell University) · 2017 · 18 citations · Full text

Mathematical Programming, Pseudo Inverse, Parameter Estimation +14

Randomized Numerical Linear Algebra : A Perspective on the Field With an Eye to Software

Riley Murray, James Demmel, Michael W. Mahoney et al. · arXiv (Cornell University) · 2023 · 16 citations · Full text

Mathematical Programming, Numerical Analysis, Numerical Computation +13

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