Hidden Markov models for time series of counts with excess zeros. - Madalina Olteanu; James Ridgway (ESANN, 2012)

PAC-Bayesian AUC classification and scoring. - James Ridgway; Pierre Alquier; Nicolas Chopin; Feng Liang (NIPS, 2014)

Developing a Video Steganography Toolkit. - James Ridgway; Mike Stannett (CoRR, 2014)

On the properties of variational approximations of Gibbs posteriors. - Pierre Alquier; James Ridgway; Nicolas Chopin (J. Mach. Learn. Res., 2016)

Computation of Gaussian orthant probabilities in high dimension. - James Ridgway (Stat. Comput., 2016)

Concentration of tempered posteriors and of their variational approximations. - Pierre Alquier; James Ridgway (CoRR, 2017)

Probably approximate Bayesian computation: nonasymptotic convergence of ABC under misspecification. - James Ridgway (CoRR, 2017)