Arnak Dalalyan
13 papers · 2009–2023 · 5 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓+10 more ↓ Show less ↑
🏃 Academic Marathon (14) 🌍 Conference Polyglot (5) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (11)
🌈
Renaissance Researcher
(5)
🌍
Conference Polyglot
(5)
🏃
Academic Marathon
(14)
🌟
Keyword Trendsetter Combo
(3)
🏆
Keyword Champion
(2)
🔥
Unstoppable
(5)
💎
Century Club
(13)
🗃️
Keyword Collector
(75)
📈
Trend Setter
🚀
Conference Pioneer
Conferences
AISTATS (4)
NIPS (4)
COLT (3)
ALT (1)
ICML (1)
Top co-authors
Research topics
Keywords
robust estimation
(3)
second-order cone programming
(2)
risk bound
(2)
outlier detection
(2)
minimax rate
(2)
sparse representation
(1)
computer vision
(1)
adversarial learning
(1)
group sparsity
(1)
model aggregation
(1)
markov chain monte carlo
(1)
dimension reduction
(1)
statistical analysis
(1)
asymptotic analysis
(1)
gradient descent
(1)
feature matching
(1)
oracle inequality
(1)
minimax estimation
(1)
l1 regularization
(1)
sparse estimation
(1)
Papers
Matching Map Recovery with an Unknown Number of Outliers
AISTATS 2023
Risk bounds for aggregated shallow neural networks using Gaussian priors
COLT 2022
Statistical guarantees for generative models without domination
ALT 2021
Penalized Langevin dynamics with vanishing penalty for smooth and log-concave targets
NIPS 2020
A nonasymptotic law of iterated logarithm for general M-estimators
AISTATS 2020
Outlier-robust estimation of a sparse linear model using $\ell_1$-penalized Huber's $M$-estimator
NIPS 2019
Further and stronger analogy between sampling and optimization: Langevin Monte Carlo and gradient descent
COLT 2017
Learning Heteroscedastic Models by Convex Programming under Group Sparsity
ICML 2013
Permutation estimation and minimax rates of identifiability
AISTATS 2013
Wilks’ phenomenon and penalized likelihood-ratio test for nonparametric curve registration
AISTATS 2012
Fused sparsity and robust estimation for linear models with unknown variance
NIPS 2012
Optimal aggregation of affine estimators
COLT 2011
$L_1$-Penalized Robust Estimation for a Class of Inverse Problems Arising in Multiview Geometry
NIPS 2009