ML Anthology

Novikov, Gleb

6 publications

NeurIPS 2024 Robust Mixture Learning When Outliers Overwhelm Small Groups Daniil Dmitriev, Rares-Darius Buhai, Stefan Tiegel, Alexander Wolters, Gleb Novikov, Amartya Sanyal, David Steurer, Fanny Yang
NeurIPS 2024 Robust Sparse Regression with Non-Isotropic Designs Chih-Hung Liu, Gleb Novikov
NeurIPS 2023 Robust Mean Estimation Without Moments for Symmetric Distributions Gleb Novikov, David Steurer, Stefan Tiegel
COLT 2023 Sparse PCA Beyond Covariance Thresholding Gleb Novikov
NeurIPS 2021 Consistent Estimation for PCA and Sparse Regression with Oblivious Outliers Tommaso d'Orsi, Chih-Hung Liu, Rajai Nasser, Gleb Novikov, David Steurer, Stefan Tiegel
ICML 2021 Consistent Regression When Oblivious Outliers Overwhelm Tommaso D’Orsi, Gleb Novikov, David Steurer