Matey Neykov

10 catalog papers. Identity-linked publications and additional name matches are distinguished below.

ORCID: 0000-0002-3320-3889

Department of Statistics and Data Science, Northwestern University

Publications

• Information theoretic limits of robust sub-Gaussian mean estimation under star-shaped constraints — The Annals of Statistics 2026
• Semi-supervised U-statistics — The Annals of Statistics 2025
• Local permutation tests for conditional independence — The Annals of Statistics 2022
• Prior Adaptive Semi-supervised Learning with Application to EHR Phenotyping — Journal of Machine Learning Research 2022 (name-matched, not ORCID-linked)
• Minimax optimal conditional independence testing — The Annals of Statistics 2021
• Agnostic Estimation for Phase Retrieval — Journal of Machine Learning Research 2020 (name-matched, not ORCID-linked)
• Combinatorial inference for graphical models — The Annals of Statistics 2019
• Property testing in high-dimensional Ising models — The Annals of Statistics 2019
• On the Characterization of a Class of Fisher-Consistent Loss Functions and its Application to Boosting — Journal of Machine Learning Research 2016 (name-matched, not ORCID-linked)
• L1-Regularized Least Squares for Support Recovery of High Dimensional Single Index Models with Gaussian Designs — Journal of Machine Learning Research 2016 (name-matched, not ORCID-linked)