Modelling Technical and Biological Effects in scRNA-seq data with Scalable GPLVMs.
Proceedings of the Machine Learning in Computational Biology, 21-22 November 2022, Online, 2022
On identifying statistical redundancy at the level of amino acid subsequences.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2021
Bridging the Gaps in Statistical Models of Protein Alignment.
CoRR, 2020
Statistical compression of protein sequences and inference of marginal probability landscapes over competing alignments using finite state models and Dirichlet priors.
Bioinform., 2019
The Bits Between Proteins.
Proceedings of the 2018 Data Compression Conference, 2018
An Ensemble Based in Silico Prediction of Saccharomyces Cerevisiae Proteins under Mitochondrion Organization.
Proceedings of the 16th IEEE International Conference on Bioinformatics and Bioengineering, 2016