Research Themes

.js-id-bayes

Further details of proposed Cambridge part III project on Anomaly detection

Further details of proposed Cambridge part III project on Symbolic Regression

Further details of proposed Cambridge part III project on Gaussian processes

Further details of proposed Cambridge part III project on DeepSets

Investigating the interplay between rigorous statistical techniques used in precision science, and inference performed with modern Machine Learning. Can techniques developed in physics help open the black box of Machine Learning?

Enhancing the analyses of next generation experiments with the power of Machine Learning. How do we build analyses fit for the data rich experiments to unlock their potential?

Examining the interface of Particle Physics (particularly at High Energy colliders) with Bayesian inference techniques. Can we learn something new about the smallest scale physics with Bayesian techniques?