Math @ Duke

Holden Lee, Phillip Griffiths Assistant Research Professor
Please note: Holden has left the Mathematics department at Duke University; some info here might not be up to date.  Contact Info:
 Office Hours:
 Spring 2021: Mondays 46PM
 Education:
Ph.D.  Princeton University  2019 
 Keywords:
Machine learning • Probability theory and stochastic processes
 Recent Publications
(More Publications)
 Helmuth, T; Lee, H; Perkins, W; Ravichandran, M; Wu, Q, Approximation algorithms for the randomfield Ising model
(August, 2021) [abs]
 Lee, H; Pabbaraju, C; Sevekari, A; Risteski, A, Universal Approximation for Logconcave Distributions using
Wellconditioned Normalizing Flows
(July, 2021) [abs]
 Lee, H, Improved rates for prediction and identification of partially observed
linear dynamical systems,
Alt 2022
(November, 2020) [abs]
 Ge, R; Lee, H; Lu, J; Risteski, A, Efficient sampling from the Bingham distribution
(September, 2020) [abs]
 Ge, R; Lee, H; Lu, J, Estimating normalizing constants for logconcave distributions: Algorithms and lower bounds,
Proceedings of the Annual Acm Symposium on Theory of Computing
(June, 2020),
pp. 579586 [doi] [abs]


dept@math.duke.edu
ph: 919.660.2800
fax: 919.660.2821
 
Mathematics Department
Duke University, Box 90320
Durham, NC 277080320

