Arnak S. Dalalyan
6 papers · 2008–2024 · 4 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (4) π Academic Marathon (16)
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Cross-Pollinator
(13)
πΊοΈ
Taxonomy Completionist
(11)
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Conference Pioneer
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Trend Setter
Conferences
JMLR (3)
COLT (1)
ICLR (1)
ICML (1)
Top co-authors
Keywords
wasserstein distance
(1)
variable selection
(1)
principal component analysis
(1)
feature matching
(1)
markov chain monte carlo
(1)
dimension reduction
(1)
nonparametric regression
(1)
high-dimensional regression
(1)
consistent estimation
(1)
phase transition
(1)
minimax rate
(1)
convergence bound
(1)
langevin monte carlo
(1)
log-concave distribution
(1)
sampling algorithm
(1)
langevin diffusion
(1)
permutation estimation
(1)
homoscedastic noise
(1)
fourier coefficient
(1)
stochastic diffusion
(1)
Papers
Langevin Monte Carlo for strongly log-concave distributions: Randomized midpoint revisited
ICLR 2024
Statistically Optimal Generative Modeling with Maximum Deviation from the Empirical Distribution
ICML 2024
Bounding the Error of Discretized Langevin Algorithms for Non-Strongly Log-Concave Targets
JMLR 2022
Minimax Rates in Permutation Estimation for Feature Matching
JMLR 2016
Tight conditions for consistent variable selection in high dimensional nonparametric regression
COLT 2011
A New Algorithm for Estimating the Effective Dimension-Reduction Subspace
JMLR 2008