Pattern recognition

Bengio, Yoshua, Prateek Gupta, Tegan Maharaj, Nasim Rahaman, Martin Weiss, Tristan Deleu, Eilif Muller et al. "Predicting Infectiousness for Proactive Contact Tracing." ICLR 2020.

Camuto, A., Willetts, M., Paige, B., Holmes, C., Roberts, S., (2020) Learning Bijective Feature Maps for Linear ICA

Data Study Group team. (2020, June 5). Data Study Group Network Final Report - Woolfson Laboratory. Zenodo. http://doi.org/10.5281/zenodo.3877119

Cucuringu, Mihai, Huan Li, He Sun, and Luca Zanetti. "Hermitian matrices for clustering directed graphs: insights and applications." arXiv preprint arXiv:1908.02096 (2019)

A. d'Aspremont, M. Cucuringu, H. Tyagi, Ranking and synchronization from pairwise measurements via SVD, arXiv 1906.02746

A. Elliott, M. Cucuringu, M. M. Luaces, P. Reidy, and G. Reinert, Anomaly detection in networks with application to financial transaction networks, (arXiv 1901.00402) (2019)

Mihai Cucuringu, Peter Davies, Aldo Glielmo, Hemant Tyagi; SPONGE: A generalized eigenproblem for clustering signed networks; Proceedings of Machine Learning Research, PMLR 89:1088-1098, 2019.

E. Chuah, A. Jhumka, J. C. Browne, N. Gurumdimma, S. Narasimhamurthy and B. Barth, "Using Message Logs and Resource Use Data for Cluster Failure Diagnosis," 2016 IEEE 23rd International Conference on High Performance Computing (HiPC), Hyderabad, 2016, pp. 232-241. doi: 10.1109/HiPC.2016.035

Willetts, M., Doherty, A., Roberts, S., Holmes, C., (2018) Semi-unsupervised Learning using Deep Generative Models. NeurIPS 2018 Workshop on Bayesian Deep Learning