Matey Neykov

Publication Activity (10 Years)

Years Active: 2014-2023
Publications (10 Years): 10

Top Topics

Convex Constraints

Information Retrieval Systems

Pulmonary Embolism

Top Venues

J. Mach. Learn. Res.

IEEE Trans. Inf. Theory

Publications

Matey Neykov
On the Minimax Rate of the Gaussian Sequence Model Under Bounded Convex Constraints. IEEE Trans. Inf. Theory 69 (2) (2023)
Yichi Zhang, Molei Liu, Matey Neykov, Tianxi Cai
Prior Adaptive Semi-supervised Learning with Application to EHR Phenotyping. J. Mach. Learn. Res. 23 (2022)
Matey Neykov, Zhaoran Wang, Han Liu
Agnostic Estimation for Phase Retrieval. J. Mach. Learn. Res. 21 (2020)
Matey Neykov
Gaussian Regression with Convex Constraints. AISTATS (2019)
Matey Neykov
Tossing Coins Under Monotonicity. AISTATS (2019)
Zhuoran Yang, Lin F. Yang, Ethan X. Fang, Tuo Zhao, Zhaoran Wang, Matey Neykov
Misspecified nonconvex statistical optimization for sparse phase retrieval. Math. Program. 176 (1-2) (2019)
Zhuoran Yang, Lin F. Yang, Ethan X. Fang, Tuo Zhao, Zhaoran Wang, Matey Neykov
Misspecified Nonconvex Statistical Optimization for Phase Retrieval. CoRR (2017)
Matey Neykov, Jun S. Liu, Tianxi Cai
On the Characterization of a Class of Fisher-Consistent Loss Functions and its Application to Boosting. J. Mach. Learn. Res. 17 (2016)
Matey Neykov, Zhaoran Wang, Han Liu
Agnostic Estimation for Misspecified Phase Retrieval Models. NIPS (2016)
Matey Neykov, Jun S. Liu, Tianxi Cai
L1-Regularized Least Squares for Support Recovery of High Dimensional Single Index Models with Gaussian Designs. J. Mach. Learn. Res. 17 (2016)
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
Classification of CT pulmonary angiography reports by presence, chronicity, and location of pulmonary embolism with natural language processing. J. Biomed. Informatics 52 (2014)