Matey Neykov

According to our database, Matey Neykov authored at least 11 papers between 2014 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

On the Minimax Rate of the Gaussian Sequence Model Under Bounded Convex Constraints.

Matey Neykov

IEEE Trans. Inf. Theory, February, 2023

2022

Prior Adaptive Semi-supervised Learning with Application to EHR Phenotyping.

Yichi Zhang, Molei Liu, Matey Neykov, Tianxi Cai

J. Mach. Learn. Res., 2022

2020

Agnostic Estimation for Phase Retrieval.

Matey Neykov, Zhaoran Wang, Han Liu

J. Mach. Learn. Res., 2020

2019

Misspecified nonconvex statistical optimization for sparse phase retrieval.

Zhuoran Yang, Lin F. Yang, Ethan X. Fang, Tuo Zhao, Zhaoran Wang, Matey Neykov

Math. Program., 2019

Gaussian Regression with Convex Constraints.

Matey Neykov

Proceedings of the 22nd International Conference on Artificial Intelligence and Statistics, 2019

Tossing Coins Under Monotonicity.

Matey Neykov

Proceedings of the 22nd International Conference on Artificial Intelligence and Statistics, 2019

2017

Misspecified Nonconvex Statistical Optimization for Phase Retrieval.

Zhuoran Yang, Lin F. Yang, Ethan X. Fang, Tuo Zhao, Zhaoran Wang, Matey Neykov

CoRR, 2017

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

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

Agnostic Estimation for Misspecified Phase Retrieval Models.

Matey Neykov, Zhaoran Wang, Han Liu

Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016

2014

Classification of CT pulmonary angiography reports by presence, chronicity, and location of pulmonary embolism with natural language processing.

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

J. Biomed. Informatics, 2014