Ronen Eldan
8 papers · 2015–2021 · 2 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (17) 🐣 Hot Topic Early Bird
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The Questioner
Venues
Top co-authors
Research topics
Keywords
regret bound
(2)
neural network
(2)
log-concave distribution
(2)
function approximation
(2)
bandit convex optimization
(2)
convex body
(2)
posterior sampling
(1)
markov chain
(1)
online learning
(1)
exponential family
(1)
gaussian process
(1)
bayesian inference
(1)
online algorithm
(1)
posterior distribution
(1)
bias-variance tradeoff
(1)
relu activation
(1)
approximation theory
(1)
activation function
(1)
feed-forward network
(1)
markov chain monte carlo
(1)
Papers
Non-asymptotic approximations of neural networks by Gaussian processes
COLT 2021
Network size and size of the weights in memorization with two-layers neural networks
NeurIPS 2020
Depth Separations in Neural Networks: What is Actually Being Separated?
COLT 2019
Multi-scale exploration of convex functions and bandit convex optimization
COLT 2016
The Power of Depth for Feedforward Neural Networks
COLT 2016
Bandit Smooth Convex Optimization: Improving the Bias-Variance Tradeoff
NeurIPS 2015
Finite-Time Analysis of Projected Langevin Monte Carlo
NeurIPS 2015
The entropic barrier: a simple and optimal universal self-concordant barrier
COLT 2015