Lee H. Dicker

Publication Activity (10 Years)

Years Active: 2010-2019
Publications (10 Years): 6

Top Topics

Maximum Likelihood

Hyperparameters

Top Venues

J. Mach. Learn. Res.

Publications

Murat A. Erdogdu, Mohsen Bayati, Lee H. Dicker
Scalable Approximations for Generalized Linear Problems. J. Mach. Learn. Res. 20 (2019)
Sergül Aydöre, Lee H. Dicker, Dean P. Foster
A Local Regret in Nonconvex Online Learning. CoRR (2018)
Long Feng, Lee H. Dicker
Approximate nonparametric maximum likelihood for mixture models: A convex optimization approach to fitting arbitrary multivariate mixing distributions. Comput. Stat. Data Anal. 122 (2018)
Long Feng, Ruijun Ma, Lee H. Dicker
Nonparametric maximum likelihood approximate message passing. CISS (2017)
Lee H. Dicker, Murat A. Erdogdu
Maximum Likelihood for Variance Estimation in High-Dimensional Linear Models. AISTATS (2016)
Murat A. Erdogdu, Lee H. Dicker, Mohsen Bayati
Scaled Least Squares Estimator for GLMs in Large-Scale Problems. NIPS (2016)
Lee H. Dicker
Sparsity and the truncated \(l^2\)-norm. AISTATS (2014)
Lee H. Dicker, Dean P. Foster
One-shot learning and big data with n=2. NIPS (2013)
Hanna M. Wallach, Shane T. Jensen, Lee H. Dicker, Katherine A. Heller
An Alternative Prior Process for Nonparametric Bayesian Clustering. AISTATS (2010)