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Math @ Duke





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Holden Lee, Phillip Griffiths Assistant Research Professor

Holden Lee
Contact Info:
Office Location:  605 West Chapel Hill Street, #521, Durham, NC 27701
Office Phone:  (609) 356-8523
Email Address: send me a message
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 University2019
Keywords:

Machine learning • Probability theory and stochastic processes

Recent Publications

  1. 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]
  2. 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]
  3. Lee, H; Mangoubi, O; Vishnoi, NK, Online Sampling from Log-Concave Distributions, Advances in Neural Information Processing Systems, vol. 32 (2019)
  4. 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]

 

dept@math.duke.edu
ph: 919.660.2800
fax: 919.660.2821

Mathematics Department
Duke University, Box 90320
Durham, NC 27708-0320