Gil Kur

Gil Kur

Massachusetts Institute of Technology

H-index: 8

North America-United States

About Gil Kur

Gil Kur, With an exceptional h-index of 8 and a recent h-index of 8 (since 2020), a distinguished researcher at Massachusetts Institute of Technology, specializes in the field of Nonparametric statistics, high dimensional statistics, convex geometry, learning theory.

His recent articles reflect a diverse array of research interests and contributions to the field:

Debiased LASSO under Poisson-Gauss Model

On the Variance, Admissibility, and Stability of Empirical Risk Minimization

Tyler’s and Maronna’s M-estimators: Non-asymptotic concentration results

On The Performance Of The Maximum Likelihood Over Large Models

A bounded-noise mechanism for differential privacy

An Efficient Minimax Optimal Estimator For Multivariate Convex Regression

Intrinsic and dual volume deviations of convex bodies and polytopes

On the minimal error of empirical risk minimization

Gil Kur Information

University

Position

PhD student

Citations(all)

205

Citations(since 2020)

203

Cited By

67

hIndex(all)

8

hIndex(since 2020)

8

i10Index(all)

7

i10Index(since 2020)

7

Email

University Profile Page

Massachusetts Institute of Technology

Google Scholar

View Google Scholar Profile

Gil Kur Skills & Research Interests

Nonparametric statistics

high dimensional statistics

convex geometry

learning theory

Top articles of Gil Kur

Title

Journal

Author(s)

Publication Date

Debiased LASSO under Poisson-Gauss Model

arXiv preprint arXiv:2402.16764

Pedro Abdalla

Gil Kur

2024/2/26

On the Variance, Admissibility, and Stability of Empirical Risk Minimization

Advances in Neural Information Processing Systems

Gil Kur

Eli Putterman

Alexander Rakhlin

2024/2/13

Tyler’s and Maronna’s M-estimators: Non-asymptotic concentration results

Journal of Multivariate Analysis

Elad Romanov

Gil Kur

Boaz Nadler

2023/7/1

On The Performance Of The Maximum Likelihood Over Large Models

Gil Kur

2023

A bounded-noise mechanism for differential privacy

Yuval Dagan

Gil Kur

2022/6/28

An Efficient Minimax Optimal Estimator For Multivariate Convex Regression

Gil Kur

Eli Putterman

2022/6/28

Intrinsic and dual volume deviations of convex bodies and polytopes

International Mathematics Research Notices

Florian Besau

Steven Hoehner

Gil Kur

2021/11

On the minimal error of empirical risk minimization

Gil Kur

Alexander Rakhlin

2021/7/21

A concentration inequality for random polytopes, Dirichlet–Voronoi tiling numbers and the geometric balls and bins problem

Discrete & Computational Geometry

Steven Hoehner

Gil Kur

2021/4

Convex regression in multidimensions: Suboptimality of least squares estimators

arXiv preprint arXiv:2006.02044

Gil Kur

Fuchang Gao

Adityanand Guntuboyina

Bodhisattva Sen

2020/6/3

On suboptimality of least squares with application to estimation of convex bodies

Gil Kur

Alexander Rakhlin

Adityanand Guntuboyina

2020/7/15

See List of Professors in Gil Kur University(Massachusetts Institute of Technology)

Co-Authors

H-index: 149
TOMASO POGGIO

TOMASO POGGIO

Massachusetts Institute of Technology

H-index: 100
peter bickel

peter bickel

University of California, Berkeley

H-index: 58
Ohad Shamir

Ohad Shamir

Weizmann Institute of Science

H-index: 52
Alexander Rakhlin

Alexander Rakhlin

Massachusetts Institute of Technology

H-index: 44
Boaz Nadler

Boaz Nadler

Weizmann Institute of Science

H-index: 31
Bodhisattva Sen

Bodhisattva Sen

Columbia University in the City of New York

academic-engine