| On the properties of variational approximations of Gibbs posteriors P Alquier, J Ridgway, N Chopin Journal of Machine Learning Research 17 (239), 1-41, 2016 | 266 | 2016 |
| Concentration of tempered posteriors and of their variational approximations P Alquier, J Ridgway The Annals of Statistics 48 (3), 1475-1497, 2020 | 138 | 2020 |
| Leave Pima Indians alone: binary regression as a benchmark for Bayesian computation N Chopin, J Ridgway Statistical Science 32 (1), 64-87, 2015 | 86 | 2015 |
| PAC-Bayesian AUC classification and scoring J Ridgway, P Alquier, N Chopin, F Liang Advances in Neural Information Processing Systems 27, 658-666, 2014 | 30 | 2014 |
| Computation of Gaussian orthant probabilities in high dimension J Ridgway Statistics and computing 26, 899-916, 2016 | 25 | 2016 |
| Hidden markov models for time series of counts with excess zeros M Olteanu, J Ridgway European Symposium on Artificial Neural Networks, 133-138, 2012 | 16 | 2012 |
| Towards automatic calibration of the number of state particles within the SMC algorithm N Chopin, J Ridgway, M Gerber, O Papaspiliopoulos arXiv preprint arXiv:1506.00570, 2015 | 11 | 2015 |
| Sampling normalizing constants in high dimensions using inhomogeneous diffusions C Andrieu, J Ridgway, N Whiteley arXiv preprint arXiv:1612.07583, 2016 | 10 | 2016 |
| Probably approximate Bayesian computation: nonasymptotic convergence of ABC under misspecification J Ridgway arXiv preprint arXiv:1707.05987, 2017 | 9 | 2017 |
| Markov and the Duchy of Savoy: segmenting a century with regime-switching models J Alerini, M Olteanu, J Ridgway Journal de la Société française de statistique 158 (2), 89-117, 2017 | 5 | 2017 |
| Advances in computational Bayesian statistics and the approximation of Gibbs measures J Ridgway Université Paris Dauphine-Paris IX, 2015 | | 2015 |
| Modélisation de séries temporelles à valeurs entières par des modèles autorégressifs à changements de régime J Alerini, M Olteanu, J Ridgway 44èmes Journées de Statistique de la SFDS, 2012 | | 2012 |
| An application of regime-switching models to historical data J Alerini, M Olteanu, J Ridgway International Conference on Operations Research, 2012 | | 2012 |
Nicolas ChopinProfessor of Statistics, ENSAE (Institut Polytechnique de Paris)在 ensae.fr 的电子邮件经过验证
Nicolas ChopinProfessor of Statistics, ENSAE (Institut Polytechnique de Paris)在 ensae.fr 的电子邮件经过验证
Pierre AlquierESSEC Business School在 essec.edu 的电子邮件经过验证