Machine Learning

Postdoc Opportunity with HDRUK
A new postdoc opportunity with myself and Dr Mike Inouye is available based in Cambridge: Health Data Research UK (HDRUK) Multi-omics Consortium
Jul 2, 2020 1 min read Postdoc, Machine Learning, Omics
AISTATS 2020
Congratulations to Kaspar Martens who has had two papers accepted into AISTATS 2020. Papers to be published soon.
Jan 17, 2020 1 min read Student, Machine Learning, Conference, Publication
ICML 2019 SUCCESS!
A paper by Kaspar Martens and group alumni Kieran Campbell Covariate GPLVM has been accepted for presentation at the International Conference on Machine Learning.
Jul 1, 2019 1 min read Machine Learning, Publication
Convolutional filtering for mutation signatures
A novel convolutional filter-based approach for learning mutation signature representations.
Jan 1, 2019 12:00 AM
Convolutional filtering for mutation signatures
Multi-Omics Network inference
A novel Bayesian nonparametric regression approach for high-dimensionality multi-modal data integration.
Jan 1, 2019 12:00 AM
Multi-Omics Network inference
Neural Decomposition
Developing interpretable deep neural network approaches for dimensionality reduction that embed functional ANOVA decompositions within variational autoencoders.
Jan 1, 2019 12:00 AM
Neural Decomposition
RLevolution
Unravelling the history of genomic instability through deep reinforcement learning.
Jan 1, 2019 12:00 AM
RLevolution
The Automatic BioData Scientist
Developing automated learning frameworks for reproducible and transferable biological data analysis.
Jan 1, 2019 12:00 AM
The Automatic BioData Scientist