Publications

James, L., Orbanz, P. and Teh, Y. (2015) “Scaled subordinators and generalizations of the Indian buffet process.”

Rebeschini, P. and van Handel, R. (2015) “Can local particle filters beat the curse of dimensionality?”, The Annals of Applied Probability, 25(5), pp. 2809–2866.

Rebeschini, P. and Tatikonda, S. (2015) “Locality in Network Optimization”, arXiv.

Hrabě de Angelis, M. et al. (2015) “Analysis of mammalian gene function through broad-based phenotypic screens across a consortium of mouse clinics”, Nature Genetics, 47(9), pp. 969–978.

Hrabě de Angelis, M. et al. (2015) “Analysis of mammalian gene function through broad-based phenotypic screens across a consortium of mouse clinics”, Nature Genetics, 47(9), pp. 969–978.

Moreno, P. et al. (2015) “Bayesian Nonparametric Crowdsourcing”, Journal of Machine Learning Research [Preprint].

Favaro, S., Nipoti, B. and Teh, Y. (2015) “Rediscovery of Good–Turing estimators via Bayesian nonparametrics”, Biometrics, 72(1), pp. 136–145.

Gray-Davies, T., Holmes, C. and Caron, F. (2015) “Scalable Bayesian nonparametric regression via a Plackett-Luce model for conditional ranks”, arXiv.

Rebeschini, P. and Karbasi, A. (2015) “Fast Mixing for Discrete Point Processes”, arXiv.

Holmes, C. et al. (2015) “Two-sample Bayesian Nonparametric Hypothesis Testing”, Bayesian Analysis, 10(2).