Get our free extension to see links to code for papers anywhere online!

Chrome logo Add to Chrome

Firefox logo Add to Firefox

Picture for Benjamin Letham

Re-Examining Linear Embeddings for High-Dimensional Bayesian Optimization


Jan 31, 2020
Benjamin Letham, Roberto Calandra, Akshara Rai, Eytan Bakshy


  Access Paper or Ask Questions

BoTorch: Programmable Bayesian Optimization in PyTorch


Oct 14, 2019
Maximilian Balandat, Brian Karrer, Daniel R. Jiang, Samuel Daulton, Benjamin Letham, Andrew Gordon Wilson, Eytan Bakshy


  Access Paper or Ask Questions

Bayesian Optimization for Policy Search via Online-Offline Experimentation


Apr 29, 2019
Benjamin Letham, Eytan Bakshy


  Access Paper or Ask Questions

Constrained Bayesian Optimization with Noisy Experiments


Jun 26, 2018
Benjamin Letham, Brian Karrer, Guilherme Ottoni, Eytan Bakshy


  Access Paper or Ask Questions

Scalable Meta-Learning for Bayesian Optimization


Feb 06, 2018
Matthias Feurer, Benjamin Letham, Eytan Bakshy


  Access Paper or Ask Questions

Interpretable classifiers using rules and Bayesian analysis: Building a better stroke prediction model


Nov 05, 2015
Benjamin Letham, Cynthia Rudin, Tyler H. McCormick, David Madigan

* Annals of Applied Statistics 2015, Vol. 9, No. 3, 1350-1371 
* Published at http://dx.doi.org/10.1214/15-AOAS848 in the Annals of Applied Statistics (http://www.imstat.org/aoas/) by the Institute of Mathematical Statistics (http://www.imstat.org

  Access Paper or Ask Questions