Henry B. Moss
- Gaussian Process Molecule Property Prediction with FlowMO
2020/10/02 by Henry B. Moss, Ryan‐Rhys Griffiths, Moss, Henry B. +1 · 3 citations
Computer Science · Materials Science · Biochemistry, Genetics and Molecular Biology · #Computational Drug Discovery Methods #Machine Learning in Materials Science #Metabolomics and Mass Spectrometry Studies
- Scalable Thompson Sampling using Sparse Gaussian Process Models
2020/06/09 by Sattar Vakili, Henry B. Moss, Vakili, Sattar +7 · 2 citations
Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms
- RAIN: Reinforcement Algorithms for Improving Numerical Weather and Climate Models
2024/08/28 by Pritthijit Nath, Nath, Pritthijit, Henry B. Moss +5 · 3 citations
Earth and Planetary Sciences · #Atmospheric and Oceanic Physics (physics.ao-ph) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Meteorological Phenomena and Simulations
- \PF\2ES: Parallel Feasible Pareto Frontier Entropy Search for Multi-Objective Bayesian Optimization
2022/04/11 by Jixiang Qing, Henry B. Moss, Qing, Jixiang +5 · 1 citation
Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Advanced Multi-Objective Optimization Algorithms #FOS: Computer and information sciences #FOS: Mathematics #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Optimization and Control (math.OC)
- MONGOOSE: Path-wise Smooth Bayesian Optimisation via Meta-learning
2023/02/22 by Adam X. Yang, Yang, Adam X., Laurence Aitchison +3 · 1 citation
Computer Science · #Advanced Multi-Objective Optimization Algorithms #Gaussian Processes and Bayesian Inference #Machine Learning and Data Classification
- Trieste: Efficiently Exploring The Depths of Black-box Functions with TensorFlow
2023/02/16 by Victor Picheny, Picheny, Victor, Joel Berkeley +29 · 1 citation
Computer Science · #Gaussian Processes and Bayesian Inference #Advanced Neural Network Applications #Machine Learning and Data Classification
- Big Batch Bayesian Active Learning by Considering Predictive Probabilities
2025/01/14 by Sebastian W. Ober, Ober, Sebastian W., Samuel Power +5 · 1 citation
Computer Science · Engineering · #Machine Learning and Algorithms #Fault Detection and Control Systems #Gaussian Processes and Bayesian Inference