Lee H. Dicker

According to our database, Lee H. Dicker authored at least 9 papers between 2010 and 2019.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2019

Scalable Approximations for Generalized Linear Problems.

Murat A. Erdogdu, Mohsen Bayati, Lee H. Dicker

J. Mach. Learn. Res., 2019

2018

Approximate nonparametric maximum likelihood for mixture models: A convex optimization approach to fitting arbitrary multivariate mixing distributions.

Long Feng, Lee H. Dicker

Comput. Stat. Data Anal., 2018

A Local Regret in Nonconvex Online Learning.

Sergül Aydöre, Lee H. Dicker, Dean P. Foster

CoRR, 2018

2017

Nonparametric maximum likelihood approximate message passing.

Long Feng, Ruijun Ma, Lee H. Dicker

Proceedings of the 51st Annual Conference on Information Sciences and Systems, 2017

2016

Scaled Least Squares Estimator for GLMs in Large-Scale Problems.

Murat A. Erdogdu, Lee H. Dicker, Mohsen Bayati

Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016

Maximum Likelihood for Variance Estimation in High-Dimensional Linear Models.

Lee H. Dicker, Murat A. Erdogdu

Proceedings of the 19th International Conference on Artificial Intelligence and Statistics, 2016

2014

Sparsity and the truncated \(l^2\)-norm.

Lee H. Dicker

Proceedings of the Seventeenth International Conference on Artificial Intelligence and Statistics, 2014

2013

One-shot learning and big data with n=2.

Lee H. Dicker, Dean P. Foster

Proceedings of the Advances in Neural Information Processing Systems 26: 27th Annual Conference on Neural Information Processing Systems 2013. Proceedings of a meeting held December 5-8, 2013

2010

An Alternative Prior Process for Nonparametric Bayesian Clustering.

Hanna M. Wallach, Shane T. Jensen, Lee H. Dicker, Katherine A. Heller

Proceedings of the Thirteenth International Conference on Artificial Intelligence and Statistics, 2010