Papers

A Nonstationary Designer Space-Time Kernel
All Model Types, Applied AI Insights
Integration of in vitro and in silico Models Using Bayesian Optimization With an Application to Stochastic Modeling of Mesenchymal 3D Cell Migration
Advanced Optimization Techniques, All Model Types
Sequential Preference-Based Optimization
Advanced Optimization Techniques, All Model Types
Practical Bayesian optimization in the presence of outliers
Advanced Optimization Techniques, All Model Types
Filtering Outliers in Bayesian Optimization
Advanced Optimization Techniques, All Model Types
Policy Search using Robust Bayesian Optimization
All Model Types, Modeling Best Practices
Active Preference Learning for Personalized Portfolio Construction
Advanced Optimization Techniques
Interactive Preference Learning of Utility Functions for Multi-Objective Optimization
Advanced Optimization Techniques, All Model Types
Preemptive Termination of Suggestions during Sequential Kriging Optimization of a Brain Activity Reconstruction Simulation
Machine Learning, Modeling Best Practices
Bayesian Optimization for Machine Learning : A Practical Guidebook
Advanced Optimization Techniques, All Model Types
A Strategy for Ranking Optimization Methods using Multiple Criteria
All Model Types, Modeling Best Practices
Evaluation System for a Bayesian Optimization Service
All Model Types, Modeling Best Practices
A Stratified Analysis of Bayesian Optimization Methods
Augmented ML Workflow, Deep Learning
Parallel Bayesian Global Optimization of Expensive Functions
All Model Types, Training & Tuning
Adaptive Sequential Experimentation Techniques for A/B Testing and Model Tuning