Projects per year
Fingerprint
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.
- 6 Similar Profiles
Network
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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
-
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
-
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
3 Scopus citations -
Convergence of gradient descent on separable data
Nacson, M. S., Lee, J. D., Gunasekar, S., Savarese, P. H. P., Srebro, N. & Soudry, D., 2020.Research output: Contribution to conference › Paper › peer-review
-
Optimal transport mapping via input convex neural networks
Makkuva, A. V., Taghvaei, A., Lee, J. D. & Oh, S., 2020, 37th International Conference on Machine Learning, ICML 2020. Daume, H. & Singh, A. (eds.). International Machine Learning Society (IMLS), p. 6628-6637 10 p. (37th International Conference on Machine Learning, ICML 2020; vol. PartF168147-9).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
-
SGD Learns One-Layer networks in WGANs
Lei, Q., Lee, J. D., Dimakis, A. G. & Daskalakis, C., 2020, 37th International Conference on Machine Learning, ICML 2020. Daume, H. & Singh, A. (eds.). International Machine Learning Society (IMLS), p. 5755-5764 10 p. (37th International Conference on Machine Learning, ICML 2020; vol. PartF168147-8).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution