Следене
Henry B Moss
Henry B Moss
Senior Machine Learning Researcher at Secondmind
Потвърден имейл адрес: secondmind.ai
Заглавие
Позовавания
Позовавания
Година
Boffin tts: Few-shot speaker adaptation by bayesian optimization
HB Moss, V Aggarwal, N Prateek, J González, R Barra-Chicote
The International Conference on Acoustics, Speech and Signal Processing …, 2020
362020
Using JK fold Cross Validation to Reduce Variance When Tuning NLP Models
HB Moss, DS Leslie, P Rayson
The International Conference on Computational Linguisitics (COLING) 2018, 2018
332018
BOSS: Bayesian Optimization over String Spaces
HB Moss, D Beck, J Gonzalez, DS Leslie, P Rayson
Advances in Neural Information Processing Systems (NeurIPS) 2020, 2020
282020
MUMBO: Multi-task Max-value Bayesian Optimization
HB Moss, DS Leslie, P Rayson
The European Conference on Machine Learning (ECML) 2020, 2020
262020
A Case for Domain Expert Dataset Curation in Machine-Learning Enabled Chemistry
RR Griffiths, AR Thawani, AR Jamasb, H Moss, A Bourached, P Jones, ...
15*2021
Scalable Thompson Sampling using Sparse Gaussian Process Models
S Vakili, HB Moss, V Picheny, A Artemev
Advances in Neural Information Processing Systems (NeurIPS) 2021, 2021
142021
Gaussian Process Molecule Property Prediction with FlowMO
HB Moss, RR Griffiths
ML4 Molecules Workshop at NeurIPS 2020, 2020
132020
Bayesian Quantile and Expectile Optimisation
V Picheny, H Moss, L Torossian, N Durrande
The 38th Conference on Uncertainty in Artificial Intelligence, 2022
12*2022
GIBBON: General-purpose Information-Based Bayesian OptimisatioN
HB Moss, DS Leslie, J Gonzalez, P Rayson
Journal of Machine Learning Research (JMLR) 2021, 2021
112021
FIESTA: Fast IdEntification of State-of-The-Art models using adaptive bandit algorithms
HB Moss, A Moore, DS Leslie, P Rayson
The Conference of the Association for Computational Linguistics (ACL) 2019, 2019
92019
BOSH: Bayesian Optimization by Sampling Hierarchically
HB Moss, DS Leslie, P Rayson
Real World Experiment Design and Active Learning Workshop at ICML 2020, 2020
52020
Trieste
J Berkeley, HB Moss, A Artemev, ...
Trieste, 2021
2*2021
: Parallel Feasible Pareto Frontier Entropy Search for Multi-Objective Bayesian Optimization Under Unknown Constraints
J Qing, HB Moss, T Dhaene, I Couckuyt
arXiv preprint arXiv:2204.05411, 2022
1*2022
General-purpose Information-theoretical Bayesian Optimisation: A thesis by acronyms
HB Moss
Lancaster University, 2021
12021
A penalisation method for batch multi-objective Bayesian optimisation with application in heat exchanger design
A Paleyes, HB Moss, V Picheny, P Zulawski, F Newman
Real World Experiment Design and Active Learning Workshop at ICML 2022, 2022
2022
Information-theoretic Inducing Point Placement for High-throughput Bayesian Optimisation
HB Moss, SW Ober, V Picheny
Real World Experiment Design and Active Learning Workshop at ICML 2022, 2022
2022
GAUCHE: A Library for Gaussian Processes in Chemistry
RR Griffiths, L Klarner, H Moss, A Ravuri, ST Truong, B Rankovic, Y Du, ...
ICML 2022 2nd AI for Science Workshop, 2022
2022
Data-Driven Discovery of Molecular Photoswitches with Multioutput Gaussian Processes
RR Griffiths, JL Greenfield, AR Thawani, AR Jamasb, HB Moss, ...
arXiv e-prints, arXiv: 2008.03226, 2020
2020
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