Gil Kur
8 papers · 2019–2025 · 4 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Bronze π Academic Marathon Β· Sprint π Conference Polyglot Β· Bronze πΊοΈ Taxonomy Completionist (13) π Keyword Champion (2)
π
Trend Setter
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Unstoppable Β· Bronze
Venues
Top co-authors
Research topics
Keywords
minimax rate
(3)
empirical risk minimization
(3)
empirical process theory
(2)
statistical learning theory
(1)
lower bound
(1)
gaussian complexity
(1)
sample complexity
(1)
minimax optimal
(1)
streaming algorithm
(1)
error bound
(1)
linear regression
(1)
least square
(1)
overparameterized model
(1)
gaussian mechanism
(1)
density estimation
(1)
convex body
(1)
maximum likelihood estimator
(1)
convex regression
(1)
bias-variance decomposition
(1)
learning theory
(1)
Papers
Adaptive Convergence Rates for Log-Concave Maximum Likelihood
AISTATS 2025
Minimum Norm Interpolation Meets The Local Theory of Banach Spaces
ICML 2024
On the Variance, Admissibility, and Stability of Empirical Risk Minimization
NeurIPS 2023
A bounded-noise mechanism for differential privacy
COLT 2022
An Efficient Minimax Optimal Estimator For Multivariate Convex Regression
COLT 2022
On the Minimal Error of Empirical Risk Minimization
COLT 2021
On Suboptimality of Least Squares with Application to Estimation of Convex Bodies
COLT 2020
Space lower bounds for linear prediction in the streaming model
COLT 2019