| COBRA: A combined regression strategy G Biau, A Fischer, B Guedj, JD Malley Journal of Multivariate Analysis 146, 18-28, 2016 | 46* | 2016 |
| PAC-Bayesian Estimation and Prediction in Sparse Additive Models B Guedj, P Alquier Electronic Journal of Statistics 7, 264-291, 2013 | 46 | 2013 |
| Estimating the location and shape of hybrid zones B Guedj, G Guillot Molecular Ecology Resources 11 (6), 1119-1123, 2011 | 36 | 2011 |
| A Primer on PAC-Bayesian Learning B Guedj, J Shawe-Taylor ICML 2019, 2019 | 35 | 2019 |
| Simpler PAC-Bayesian bounds for hostile data P Alquier, B Guedj Machine Learning 107 (5), 887-902, 2018 | 23 | 2018 |
| An oracle inequality for quasi-Bayesian nonnegative matrix factorization P Alquier, B Guedj Mathematical Methods of Statistics 26 (1), 55-67, 2017 | 14 | 2017 |
| A quasi-Bayesian perspective to online clustering L Li, B Guedj, S Loustau Electronic journal of statistics 12 (2), 3071-3113, 2018 | 13* | 2018 |
| Attributing and referencing (research) software: Best practices and outlook from inria P Alliez, R Di Cosmo, B Guedj, A Girault, MS Hacid, A Legrand, N Rougier Computing in Science & Engineering 22 (1), 39-52, 2019 | 12 | 2019 |
| Stability revisited: new generalisation bounds for the leave-one-out A Celisse, B Guedj arXiv preprint arXiv:1608.06412, 2016 | 12 | 2016 |
| Dichotomize and generalize: Pac-bayesian binary activated deep neural networks G Letarte, P Germain, B Guedj, F Laviolette Advances in Neural Information Processing Systems, 6872-6882, 2019 | 6 | 2019 |
| COBRA: COmBined Regression Alternative B Guedj R package version 0.99 4, 2013 | 6 | 2013 |
| Agrégation d'estimateurs et de classificateurs: théorie et méthodes B Guedj Paris 6, 2013 | 6* | 2013 |
| Perturbed model validation: A new framework to validate model relevance J Zhang, E Barr, B Guedj, M Harman, J Shawe-Taylor | 5 | 2019 |
| PAC-Bayesian high dimensional bipartite ranking B Guedj, S Robbiano Journal of Statistical Planning and Inference 196, 70-86, 2018 | 5 | 2018 |
| Pycobra: A python toolbox for ensemble learning and visualisation B Guedj, BS Desikan The Journal of Machine Learning Research 18 (1), 6988-6992, 2017 | 5 | 2017 |
| On some recent advances on high dimensional Bayesian statistics N Chopin, S Gadat, B Guedj, A Guyader, E Vernet ESAIM: Proceedings and Surveys 51, 293-319, 2015 | 4 | 2015 |
| Still no free lunches: the price to pay for tighter PAC-Bayes bounds B Guedj, L Pujol arXiv preprint arXiv:1910.04460, 2019 | 3 | 2019 |
| Online k-means Clustering V Cohen-Addad, B Guedj, V Kanade, G Rom arXiv preprint arXiv:1909.06861, 2019 | 3 | 2019 |
| PAC-Bayes Un-Expected Bernstein Inequality Z Mhammedi, P Grünwald, B Guedj Advances in Neural Information Processing Systems, 12202-12213, 2019 | 3 | 2019 |
| A tutorial on pac-bayesian theory F Laviolette Talk at the NIPS 2017 Workshop:(Almost) 50, 2017 | 3 | 2017 |
Pierre AlquierCenter for Advanced Intelligence Project (AIP), RIKEN, TokyoAdresse e-mail validée de postman.riken.jp
