Projects per year
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Dive into the research topics where Jason Dean Lee is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Projects
- 2 Active
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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
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Distributed Estimation for Principal Component Analysis: An Enlarged Eigenspace Analysis
Chen, X., Lee, J. D., Li, H. & Yang, Y., 2021, (Accepted/In press) In: Journal of the American Statistical Association.Research output: Contribution to journal › Article › peer-review
3 Scopus citations -
Linearized ADMM Converges to Second-Order Stationary Points for Non-Convex Problems
Lu, S., Lee, J., Razaviyayn, M. & Hong, M., 2021, In: IEEE Transactions on Signal Processing. 69, p. 4859-4874 16 p., 9503322.Research output: Contribution to journal › Article › peer-review
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On the theory of policy gradient methods: Optimality, approximation, and distribution shift
Agarwal, A., Kakade, S. M., Lee, J. D. & Mahajan, G., 2021, In: Journal of Machine Learning Research. 22Research output: Contribution to journal › Article › peer-review
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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 › peer-review
4 Scopus citations -
Agnostic Q-learning with function approximation in deterministic systems: Near-optimal bounds on approximation error and sample complexity
Du, S. S., Lee, J. D., Mahajan, G. & Wang, R., 2020, In: Advances in Neural Information Processing Systems. 2020-DecemberResearch output: Contribution to journal › Conference article › peer-review
2 Scopus citations