Projects per year
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Projects
- 1 Active
CIF: Medium: Collaborative Research: Theory of Optimization Geometry and Algorithms for Neural Networks
NSF - National Science Foundation
10/15/19 → 9/30/23
Project: Research project
Research Output
A flexible framework for hypothesis testing in high dimensions
Javanmard, A. & Lee, J. D., Jul 1 2020, In : Journal of the Royal Statistical Society. Series B: Statistical Methodology. 82, 3, p. 685-718 34 p.Research output: Contribution to journal › Article
Statistical inference for model parameters in stochastic gradient descent
Chen, X., Lee, J. D., Tong, X. T. & Zhang, Y., Jan 1 2020, In : Annals of Statistics. 48, 1, p. 251-273 23 p.Research output: Contribution to journal › Article
2
Scopus
citations
Stochastic Subgradient Method Converges on Tame Functions
Davis, D., Drusvyatskiy, D., Kakade, S. & Lee, J. D., Feb 1 2020, In : Foundations of Computational Mathematics. 20, 1, p. 119-154 36 p.Research output: Contribution to journal › Article
7
Scopus
citations
Communication-Efficient Distributed Statistical Inference
Jordan, M. I., Lee, J. D. & Yang, Y., Apr 3 2019, In : Journal of the American Statistical Association. 114, 526, p. 668-681 14 p.Research output: Contribution to journal › Article
17
Scopus
citations
First-order methods almost always avoid strict saddle points
Lee, J. D., Panageas, I., Piliouras, G., Simchowitz, M., Jordan, M. I. & Recht, B., Jul 1 2019, In : Mathematical Programming. 176, 1-2, p. 311-337 27 p.Research output: Contribution to journal › Article
9
Scopus
citations