Gil Kur

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 17

Top Topics

Linear Prediction

Condition Number

Computationally Tractable

Top Venues

Discret. Comput. Geom.

Publications

Pedro Abdalla, Gil Kur
Debiased LASSO under Poisson-Gauss Model. CoRR (2024)
Gil Kur, Eli Putterman, Alexander Rakhlin
On the Variance, Admissibility, and Stability of Empirical Risk Minimization. CoRR (2023)
Elad Romanov, Gil Kur, Boaz Nadler
Tyler's and Maronna's M-estimators: Non-asymptotic concentration results. J. Multivar. Anal. 196 (2023)
Gil Kur, Eli Putterman, Alexander Rakhlin
On the Variance, Admissibility, and Stability of Empirical Risk Minimization. NeurIPS (2023)
Gil Kur, Eli Putterman
An Efficient Minimax Optimal Estimator For Multivariate Convex Regression. COLT (2022)
Gil Kur, Eli Putterman
Efficient Minimax Optimal Estimators For Multivariate Convex Regression. CoRR (2022)
Yuval Dagan, Gil Kur
A bounded-noise mechanism for differential privacy. COLT (2022)
Steven Hoehner, Gil Kur
A Concentration Inequality for Random Polytopes, Dirichlet-Voronoi Tiling Numbers and the Geometric Balls and Bins Problem. Discret. Comput. Geom. 65 (3) (2021)
Gil Kur, Alexander Rakhlin
On the Minimal Error of Empirical Risk Minimization. CoRR (2021)
Gil Kur, Alexander Rakhlin
On the Minimal Error of Empirical Risk Minimization. COLT (2021)
Gil Kur, Alexander Rakhlin, Adityanand Guntuboyina
On Suboptimality of Least Squares with Application to Estimation of Convex Bodies. COLT (2020)
Gil Kur, Alexander Rakhlin, Adityanand Guntuboyina
On Suboptimality of Least Squares with Application to Estimation of Convex Bodies. CoRR (2020)
Yuval Dagan, Gil Kur
A bounded-noise mechanism for differential privacy. CoRR (2020)
Yuval Dagan, Gil Kur
The Log-Concave Maximum Likelihood Estimator is Optimal in High Dimensions. CoRR (2019)
Tomaso A. Poggio, Gil Kur, Andrzej Banburski
Double descent in the condition number. CoRR (2019)
Yuval Dagan, Gil Kur, Ohad Shamir
Space lower bounds for linear prediction. CoRR (2019)
Yuval Dagan, Gil Kur, Ohad Shamir
Space lower bounds for linear prediction in the streaming model. COLT (2019)