Classification of CT pulmonary angiography reports by presence, chronicity, and location of pulmonary embolism with natural language processing. - Sheng Yu 002; Kanako K. Kumamaru; Elizabeth George; Ruth M. Dunne; Arash Bedayat; Matey Neykov; Andetta R. Hunsaker; Karin E. Dill; Tianxi Cai; Frank J. Rybicki (J. Biomed. Informatics, 2014)

Agnostic Estimation for Misspecified Phase Retrieval Models. - Matey Neykov; Zhaoran Wang 001; Han Liu 001 (NIPS, 2016)

On the Characterization of a Class of Fisher-Consistent Loss Functions and its Application to Boosting. - Matey Neykov; Jun S. Liu; Tianxi Cai (J. Mach. Learn. Res., 2016)

L1-Regularized Least Squares for Support Recovery of High Dimensional Single Index Models with Gaussian Designs. - Matey Neykov; Jun S. Liu; Tianxi Cai (J. Mach. Learn. Res., 2016)

Misspecified Nonconvex Statistical Optimization for Phase Retrieval. - Zhuoran Yang; Lin F. Yang; Ethan X. Fang; Tuo Zhao; Zhaoran Wang 001; Matey Neykov (CoRR, 2017)

Tossing Coins Under Monotonicity. - Matey Neykov (AISTATS, 2019)

Gaussian Regression with Convex Constraints. - Matey Neykov (AISTATS, 2019)

Misspecified nonconvex statistical optimization for sparse phase retrieval. - Zhuoran Yang; Lin F. Yang; Ethan X. Fang; Tuo Zhao; Zhaoran Wang 001; Matey Neykov (Math. Program., 2019)

Agnostic Estimation for Phase Retrieval. - Matey Neykov; Zhaoran Wang 001; Han Liu 001 (J. Mach. Learn. Res., 2020)

Prior Adaptive Semi-supervised Learning with Application to EHR Phenotyping. - Yichi Zhang; Molei Liu; Matey Neykov; Tianxi Cai (J. Mach. Learn. Res., 2022)

On the Minimax Rate of the Gaussian Sequence Model Under Bounded Convex Constraints. - Matey Neykov (IEEE Trans. Inf. Theory, 2023)