Picture for Eric Hans Lee

Eric Hans Lee

SigOpt Mulch: An Intelligent System for AutoML of Gradient Boosted Trees

Add code
Jul 10, 2023
Viaarxiv icon

Achieving Diversity in Objective Space for Sample-efficient Search of Multiobjective Optimization Problems

Add code
Jun 23, 2023
Viaarxiv icon

A Nonmyopic Approach to Cost-Constrained Bayesian Optimization

Add code
Jun 10, 2021
Figure 1 for A Nonmyopic Approach to Cost-Constrained Bayesian Optimization
Figure 2 for A Nonmyopic Approach to Cost-Constrained Bayesian Optimization
Figure 3 for A Nonmyopic Approach to Cost-Constrained Bayesian Optimization
Figure 4 for A Nonmyopic Approach to Cost-Constrained Bayesian Optimization
Viaarxiv icon

Cost-aware Bayesian Optimization

Add code
Mar 22, 2020
Figure 1 for Cost-aware Bayesian Optimization
Figure 2 for Cost-aware Bayesian Optimization
Figure 3 for Cost-aware Bayesian Optimization
Figure 4 for Cost-aware Bayesian Optimization
Viaarxiv icon

Efficient Rollout Strategies for Bayesian Optimization

Add code
Feb 26, 2020
Figure 1 for Efficient Rollout Strategies for Bayesian Optimization
Figure 2 for Efficient Rollout Strategies for Bayesian Optimization
Figure 3 for Efficient Rollout Strategies for Bayesian Optimization
Figure 4 for Efficient Rollout Strategies for Bayesian Optimization
Viaarxiv icon

Scaling Gaussian Process Regression with Derivatives

Add code
Oct 29, 2018
Figure 1 for Scaling Gaussian Process Regression with Derivatives
Figure 2 for Scaling Gaussian Process Regression with Derivatives
Figure 3 for Scaling Gaussian Process Regression with Derivatives
Figure 4 for Scaling Gaussian Process Regression with Derivatives
Viaarxiv icon