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Powerful, transferable representations for molecules through intelligent task selection in deep multitask networksClyde FareLukas Turcaniet al.2020Physical Chemistry Chemical Physics
Using human in vitro transcriptome analysis to build trustworthy machine learning models for prediction of animal drug toxicityLaura-Jayne GardinerAnna Paola Carrieriet al.2020Scientific Reports
Evolving the materials genome: How machine learning is fueling the next generation of materials discoveryChangwon SuhClyde Fareet al.2020Annu. Rev. Mater. Sci.
Privacy-preserving gaussian process regression - a modular approach to the application of homomorphic encryptionPeter FennerEdward O. Pyzer-Knapp2020AAAI 2020
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Distributional Actor-Critic for Risk-Sensitive Multi-Agent Reinforcement LearningNgoc Lan HoangEdward Pyzer-Knapp2019NeurIPS 2019
Combining human cell line transcriptome analysis and Bayesian inference to build trustworthy machine learning models for prediction of animal toxicity in drug developmentLaura GardinerAnna Paola Carrieriet al.2019NeurIPS 2019
Utilizing Machine Learning for Efficient Parameterization of Coarse Grained Molecular Force FieldsJames L McDonaghArdita Shkurtiet al.2019J. Chem. Inf. Model.
Streaming histogram sketching for rapid microbiome analyticsWill P. M. RoweAnna Paola Carrieriet al.2019Microbiome