Lee, Robert M.

1. Mixed-Integer Convex Nonlinear Optimization with Gradient-Boosted Trees\n Embedded
   2018/03/02 by Miten Mistry, Dimitrios Letsios, Mistry, Miten +7 · 2 citations
   Chemistry · Computer Science · Materials Science · #Artificial Intelligence (cs.AI) #Computational Drug Discovery Methods #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning in Materials Science #Metal-Organic Frameworks: Synthesis and Applications #Optimization and Control (math.OC)
2. BoFire: Bayesian Optimization Framework Intended for Real Experiments
   2024/08/09 by Johannes P. Dürholt, Thomas S. Asche, Dürholt, Johannes P. +33 · 5 citations
   Computer Science · Decision Sciences · #Advanced Multi-Objective Optimization Algorithms #FOS: Computer and information sciences #FOS: Mathematics #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Optimization and Control (math.OC) #Simulation Techniques and Applications
3. Tree ensemble kernels for Bayesian optimization with known constraints over mixed-feature spaces
   2022/07/02 by Alexander Thebelt, Thebelt, Alexander, Calvin Tsay +11 · 2 citations
   Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Mathematics #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Machine Learning and Data Classification #Optimization and Control (math.OC)
4. Multi-objective optimisation via the R2 utilities
   2023/05/19 by Ben Tu, Tu, Ben, Nikolas Kantas +5 · 1 citation
   Computer Science · Decision Sciences · #Advanced Multi-Objective Optimization Algorithms #Advanced Bandit Algorithms Research #Gaussian Processes and Bayesian Inference
5. Random Pareto front surfaces
   2024/05/02 by Ben Tu, Nikolas Kantas, Tu, Ben +5 · 1 citation
   Computer Science · Engineering · #3D Shape Modeling and Analysis #Advanced Numerical Analysis Techniques #Computational Geometry and Mesh Generation #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Methodology (stat.ME) #Optimization and Control (math.OC)