An adaptive approach to Bayesian Optimization with switching costs.
CoRR, 2024
An Adaptive Approach to Bayesian Optimization with Setup Switching Costs.
Proceedings of the Parallel Problem Solving from Nature - PPSN XVIII, 2024
Bayesian Optimization with Setup Switching Cost.
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2024
MANDREL: Modular Reinforcement Learning Pipelines for Material Discovery.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024
A Principled Method for the Creation of Synthetic Multi-fidelity Data Sets.
CoRR, 2022
Expensive optimization with production-graph resource constraints: a first look at a new problem class.
Proceedings of the GECCO '22: Genetic and Evolutionary Computation Conference, Boston, Massachusetts, USA, July 9, 2022
Modelling Mobile Signal Strength by Combining Geospatial Big Data and Artificial Intelligence.
Proceedings of the ICVISP 2020: 4th International Conference on Vision, 2020
Powerful, transferable representations for molecules through intelligent task selection in deep multitask networks.
CoRR, 2018
PyLDM - An open source package for lifetime density analysis of time-resolved spectroscopic data.
PLoS Comput. Biol., 2017