Matey Neykov

12 papers A 2Journal 9Unranked 1
YearRankTypeTitle / Venue / Authors
2025 J jnl
Some Facts About the Optimality of the LSE in the Gaussian Sequence Model With Convex Constraint.
IEEE Trans. Inf. Theory
Akshay Prasadan, Matey Neykov
2023 J jnl
On the Minimax Rate of the Gaussian Sequence Model Under Bounded Convex Constraints.
IEEE Trans. Inf. Theory
Matey Neykov
2022 J jnl
Prior Adaptive Semi-supervised Learning with Application to EHR Phenotyping.
J. Mach. Learn. Res.
Yichi Zhang, Molei Liu, Matey Neykov, Tianxi Cai
2020 J jnl
Agnostic Estimation for Phase Retrieval.
J. Mach. Learn. Res.
Matey Neykov, Zhaoran Wang, Han Liu
2019 A conf
Gaussian Regression with Convex Constraints.
AISTATS
Matey Neykov
2019 J jnl
Misspecified nonconvex statistical optimization for sparse phase retrieval.
Math. Program.
Zhuoran Yang, Lin F. Yang, Ethan X. Fang, Tuo Zhao, Zhaoran Wang, Matey Neykov
2019 A conf
Tossing Coins Under Monotonicity.
AISTATS
Matey Neykov
2017 J jnl
Misspecified Nonconvex Statistical Optimization for Phase Retrieval.
CoRR
Zhuoran Yang, Lin F. Yang, Ethan X. Fang, Tuo Zhao, Zhaoran Wang, Matey Neykov
2016 — conf
Agnostic Estimation for Misspecified Phase Retrieval Models.
NIPS
Matey Neykov, Zhaoran Wang, Han Liu
2016 J jnl
L1-Regularized Least Squares for Support Recovery of High Dimensional Single Index Models with Gaussian Designs.
J. Mach. Learn. Res.
Matey Neykov, Jun S. Liu, Tianxi Cai
2016 J jnl
On the Characterization of a Class of Fisher-Consistent Loss Functions and its Application to Boosting.
J. Mach. Learn. Res.
Matey Neykov, Jun S. Liu, Tianxi Cai
2014 J jnl
Classification of CT pulmonary angiography reports by presence, chronicity, and location of pulmonary embolism with natural language processing.
J. Biomed. Informatics
Sheng Yu, Kanako K. Kumamaru, Elizabeth George, Ruth M. Dunne, Arash Bedayat, Matey Neykov, Andetta R. Hunsaker, Karin E. Dill, Tianxi Cai, Frank J. Rybicki