Moss, Henry B.

1. BOSS: Bayesian Optimization over String Spaces
   2020/10/02 by Moss, Henry B., Beck, Daniel, Gonzalez, Javier +2 · 9 citations
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
2. GAUCHE: A Library for Gaussian Processes in Chemistry
   2022/12/06 by Griffiths, Ryan-Rhys, Klarner, Leo, Moss, Henry B. +24 · 6 citations
   #Chemical Physics (physics.chem-ph) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Materials Science (cond-mat.mtrl-sci)
3. 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
4. Using J-K fold Cross Validation to Reduce Variance When Tuning NLP Models
   2018/06/19 by Moss, Henry B., Leslie, David S., Rayson, Paul · 1 citation
   #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (stat.ML)
5. Data-Driven Discovery of Molecular Photoswitches with Multioutput Gaussian Processes
   2020/06/28 by Griffiths, Ryan-Rhys, Greenfield, Jake L., Thawani, Aditya R. +7 · 1 citation
   #Chemical Physics (physics.chem-ph) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
6. \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)
7. Inducing Point Allocation for Sparse Gaussian Processes in High-Throughput Bayesian Optimisation
   2023/01/24 by Moss, Henry B., Ober, Sebastian W., Picheny, Victor · 1 citation
   #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
8. 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
9. Return of the Latent Space COWBOYS: Re-thinking the use of VAEs for Bayesian Optimisation of Structured Spaces
   2025/07/05 by Moss, Henry B., Ober, Sebastian W., Diethe, Tom · 5 citations
   #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
10. Trieste: Efficiently Exploring The Depths of Black-box Functions with TensorFlow
    2023/02/16 by Victor Picheny, Joel Berkeley, Picheny, Victor +29 · 1 citation
    Computer Science · #Gaussian Processes and Bayesian Inference #Advanced Neural Network Applications #Machine Learning and Data Classification
11. Big Batch Bayesian Active Learning by Considering Predictive Probabilities
    2025/01/14 by Sebastian W. Ober, Samuel Power, Ober, Sebastian W. +5 · 1 citation
    Computer Science · Engineering · #Machine Learning and Algorithms #Fault Detection and Control Systems #Gaussian Processes and Bayesian Inference