I am a third year PhD student at the University of Warwick, and a visiting researcher at the Alan Turing Institute, working under the supervision of Dr. Theo Damoulas. I am part of the Oxford-Warwick CDT programme (OxWaSP). I am also a member of the Warwick Machine Learning Group and the DataSig team. My research interests lie in Bayesian statistics and Machine Learning.
Preprints & Publications
M. Lemercier, C. Salvi, T. Cass, E. V. Bonilla, T. Damoulas & T. Lyons. SigGPDE: Scaling Sparse Gaussian Processes on Sequential Data. In International Conference on Machine Learning (ICML 2021).
T. Cochrane, P. Foster, V. Chhabra, M. Lemercier, C. Salvi & T. Lyons. SK-Tree: a systematic malware detection algorithm on streaming trees via the signature kernel. In IEEE International Conference on Cyber Security and Resilience (IEEE CSR 2021).
M. Lemercier, C. Salvi, T. Damoulas, E. V. Bonilla & T. Lyons. Distribution Regression for Sequential Data. In International Conference on Artificial Intelligence and Statistics (AISTATS 2021).