Gleb Novikov
7 papers · 2021–2026 · 4 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (3) π Cross-Pollinator (12) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (14) π§ Keyword Pioneer
π
Keyword Champion
(2)
Conferences
NIPS (4)
ALT (1)
COLT (1)
ICML (1)
Top co-authors
Research topics
Keywords
robust estimation
(3)
robust statistics
(2)
huber loss
(2)
linear regression
(2)
robust regression
(2)
outlier detection
(2)
consistent estimation
(2)
sparse regression
(2)
mean estimation
(2)
spectral norm
(1)
planted clique
(1)
nuclear norm
(1)
covariance thresholding
(1)
mixture learning
(1)
adversarial corruption
(1)
adversarial perturbation
(1)
heavy-tailed distribution
(1)
symmetric distribution
(1)
robust linear regression
(1)
robust mean estimation
(1)
Papers
On Purely Private Covariance Estimation
ALT 2026
Robust Sparse Regression with Non-Isotropic Designs
NIPS 2024
Robust Mixture Learning when Outliers Overwhelm Small Groups
NIPS 2024
Sparse PCA Beyond Covariance Thresholding
COLT 2023
Robust Mean Estimation Without Moments for Symmetric Distributions
NIPS 2023
Consistent Estimation for PCA and Sparse Regression with Oblivious Outliers
NIPS 2021
Consistent regression when oblivious outliers overwhelm
ICML 2021