Math @ Duke
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Holden Lee, Phillip Griffiths Assistant Research Professor
 - Contact Info:
Office Location: | 605 West Chapel Hill Street, #521, Durham, NC 27701 | Office Phone: | (609) 356-8523 | Email Address: |   | Web Page: | http://holdenlee.github.io | Teaching (Spring 2021):
- MATH 230.03, PROBABILITY
Synopsis
- Online ON, TuTh 05:15 PM-06:30 PM
- (also cross-listed as STA 230.03)
- MATH 730.03, PROBABILITY
Synopsis
- Online ON, TuTh 05:15 PM-06:30 PM
- Education:
Ph.D. | Princeton University | 2019 |
- Keywords:
- Machine learning • Probability theory and stochastic processes
- Recent Publications
- Ge, R; Lee, H; Lu, J, Estimating normalizing constants for log-concave distributions: Algorithms and lower bounds,
Proceedings of the Annual Acm Symposium on Theory of Computing
(June, 2020),
pp. 579-586 [doi] [abs]
- Kuditipudi, R; Wang, X; Lee, H; Zhang, Y; Li, Z; Hu, W; Arora, S; Ge, R, Explaining landscape connectivity of low-cost solutions for multilayer nets,
Advances in Neural Information Processing Systems, vol. 32
(January, 2019) [abs]
- Lee, H; Mangoubi, O; Vishnoi, NK, Online Sampling from Log-Concave Distributions,
Advances in Neural Information Processing Systems, vol. 32
(2019)
- Ge, R; Lee, H; Risteski, A, Beyond log-concavity: Provable guarantees for sampling multi-modal distributions using simulated tempering langevin Monte Carlo,
Advances in Neural Information Processing Systems, vol. 2018-December
(January, 2018),
pp. 7847-7856 [abs]
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dept@math.duke.edu
ph: 919.660.2800
fax: 919.660.2821
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Mathematics Department
Duke University, Box 90320
Durham, NC 27708-0320
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