MN
Matey Neykov
math.STstat.THstat.MLstat.MEstat.COBiomarkersCase cohortCohort StudiesCox proportional hazards modelcs.LG
On Valency
published · living versionsW_6hcnky7c·v1 · currentpublished
Minimax Rates for Robust Gaussian Mean Estimation Near the Breakdown Point under Constraints
with Tuorui Peng
1 version
W_wnxw9j79·v1published
Preprints & journals
37 papers in the corpus · 2014–2026Statistical Guarantees for Covariance Estimation with Adversarial Corruption under Constraints2610.10840v1 · Samuel Ozminkowski, Hongmei Jiang, Matey Neykov2026 · 0 citationsarXiv
Sparse Convexification for High-Dimensional Constrained Regression2606.09021v3 · Matey Neykov2026 · 0 citationsarXiv
Fast Near-Optimal Estimation over Symmetric Norm Balls2606.01554v2 · Matey Neykov2026 · 0 citationsarXiv
Efficient Robust Constrained Signal Detection via Kolmogorov Width Approximations2605.11238v1 · Yikun Li, Matey Neykov2026 · 0 citationsarXiv
Robust mean estimation under star-shaped constraints with heavy-tailed noise2604.05063v2 · Tuorui Peng, Akshay Prasadan, Matey Neykov2026 · 0 citationsarXiv
Polynomial-Time Near-Optimal Estimation over Certain Type-2 Convex Bodies2512.22714v3 · Matey Neykov2025 · 0 citationsarXiv
Minimaxity and Efficiency in Exponential Family Regression: From Star-Shaped to Convex Constraints2503.10794v2 · Yikun Li, Guanghong Yi, Matey Neykov2025 · 0 citationsarXiv
Robust density estimation over star-shaped density classes2501.10025v1 · Xiaolong Liu, Matey Neykov2025 · 0 citationsarXiv
Information theoretic limits of robust sub-Gaussian mean estimation under star-shaped constraints2412.03832v2 · Akshay Prasadan, Matey Neykov2024 · 1 citationarXiv
Some facts about the optimality of the LSE in the Gaussian sequence model with convex constraint2406.05911v2 · Akshay Prasadan, Matey Neykov2024 · 1 citationarXiv
Semi-Supervised U-statistics2402.18921v2 · Ilmun Kim, Larry Wasserman, Sivaraman Balakrishnan et al.2024 · 0 citationsarXiv
Characterizing the minimax rate of nonparametric regression under bounded star-shaped constraints2401.07968v5 · Akshay Prasadan, Matey Neykov2024 · 0 citationsElectron. J. Statist. 19 (2) 3449 - 3488, 2025
Nearly Minimax Optimal Wasserstein Conditional Independence Testing2308.08672v1 · Matey Neykov, Larry Wasserman, Ilmun Kim et al.2023 · 1 citationarXiv
Conditional Independence Testing for Discrete Distributions: Beyond - and -tests2308.05373v2 · Ilmun Kim, Matey Neykov, Sivaraman Balakrishnan et al.2023 · 1 citationarXiv
Revisiting Le Cam's Equation: Exact Minimax Rates over Convex Density Classes2210.11436v2 · Shamindra Shrotriya, Matey Neykov2022 · 0 citationsarXiv
Adversarial Sign-Corrupted Isotonic Regression2207.07075v1 · Shamindra Shrotriya, Matey Neykov2022 · 0 citationsarXiv
On the minimax rate of the Gaussian sequence model under bounded convex constraints2201.07329v5 · Matey Neykov2022 · 6 citationsarXiv
Prior Adaptive Semi-supervised Learning with Application to EHR Phenotyping.37974910 · Zhang, Yichi, Liu, Molei, Neykov, Matey et al.2023 · 5 citationsJournal of machine learning research : JMLR. 2022;23
Local permutation tests for conditional independence2112.11666v2 · Ilmun Kim, Matey Neykov, Sivaraman Balakrishnan et al.2021 · 13 citationsarXiv
Non-Asymptotic Bounds for the Estimator in Linear Regression with Uniform Noise2108.07630v3 · Yufei Yi, Matey Neykov2021 · 0 citationsarXiv
A New Perspective on Debiasing Linear Regressions2104.03464v2 · Yufei Yi, Matey Neykov2021 · 1 citationarXiv
Minimax Optimal Conditional Density Estimation under Total Variation Smoothness2103.07095v1 · Michael Li, Matey Neykov, Sivaraman Balakrishnan2021 · 7 citationsarXiv
Non-Sparse PCA in High Dimensions via Cone Projected Power Iteration2005.07587v2 · Yufei Yi, Matey Neykov2020 · 1 citationarXiv
Minimax Optimal Conditional Independence Testing2001.03039v4 · Matey Neykov, Sivaraman Balakrishnan, Larry Wasserman2020 · 29 citationsarXiv
High-Temperature Structure Detection in Ferromagnets1809.08204v4 · Yuan Cao, Matey Neykov, Han Liu2018 · 6 citationsInformation and Inference: A Journal of the IMA (2020)
Misspecified Nonconvex Statistical Optimization for Phase Retrieval1712.06245v1 · Zhuoran Yang, Lin F. Yang, Ethan X. Fang et al.2017 · 5 citationsarXiv
Property Testing in High Dimensional Ising models1709.06688v2 · Matey Neykov, Han Liu2017 · 18 citationsarXiv
Adaptive Inferential Method for Monotone Graph Invariants1707.09114v1 · Junwei Lu, Matey Neykov, Han Liu2017 · 4 citationsarXiv
Surrogate Aided Unsupervised Recovery of Sparse Signals in Single Index Models for Binary Outcomes1701.05230v3 · Abhishek Chakrabortty, Matey Neykov, Raymond Carroll et al.2017 · 1 citationarXiv
Combinatorial Inference for Graphical Models1608.03045v3 · Matey Neykov, Junwei Lu, Han Liu2016 · 18 citationsarXiv
Kernel machine score test for pathway analysis in the presence of semi-competing risks.27255336 · Neykov, Matey, Hejblum, Boris P, Sinnott, Jennifer A2019 · 3 citationsStatistical methods in medical research. 2018;27(4):1099-1114
L1-Regularized Least Squares for Support Recovery of High Dimensional Single Index Models with Gaussian Designs.28503101 · Neykov, Matey, Liu, Jun S, Cai, Tianxi2024 · 35 citationsJournal of machine learning research : JMLR. 2016;17(1):2976-3012
Kernel machine testing for risk prediction with stratified case cohort studies.26692376 · Payne, Rebecca, Neykov, Matey, Jensen, Majken Karoline et al.2017 · 3 citationsBiometrics. 2016;72(2):372-81
L1-Regularized Least Squares for Support Recovery of High Dimensional Single Index Models with Gaussian Designs1511.08102v3 · Matey Neykov, Jun S. Liu, Tianxi Cai2015 · 35 citationsarXiv
Signed Support Recovery for Single Index Models in High-Dimensions1511.02270v2 · Matey Neykov, Qian Lin, Jun S. Liu2015 · 11 citationsarXiv
A Unified Theory of Confidence Regions and Testing for High Dimensional Estimating Equations1510.08986v2 · Matey Neykov, Yang Ning, Jun S. Liu et al.2015 · 66 citationsarXiv
Classification of CT pulmonary angiography reports by presence, chronicity, and location of pulmonary embolism with natural language processing.25117751 · Yu, Sheng, Kumamaru, Kanako K, George, Elizabeth et al.2015 · 40 citationsJournal of biomedical informatics. 2014;52:386-93
Career total: 48 works. 37 are in this corpus.
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