Recent publications

Network Topological Determinants of Pathogen Spread, Nature Scientific Reports, 2022.

Could AI Democratise Education? Socio-Technical Imaginaries of an EdTech Revolution, NeurIPS workshop on "Machine Learning for the Developing World", 2021. [Extension as a book chapter to be released soon!]

Seasonal Arctic Sea Ice Forecasting with Probabilistic Deep Learning, Nature Communications, 2021.

Watch Less and Uncover More: Could Navigation Tools Help Users Search and Explore Videos?, ACM SIGIR Conference on Human Information Interaction and Retrieval, 2022.

Progress in Self-Certified Neural Networks, NeurIPS workshop on "Bayesian Deep Learning", 2021.

Tighter Risk Certificates for Neural Networks, Journal of Machine Learning Research, 2021.

TrueLearn: A Family of Bayesian Algorithms to Match Lifelong Learners to Open Educational Resources, AAAI, 2020.

From pairwise comparisons and rating to a unified quality scale, IEEE Transactions on Image Processing, 2019.