papers
Publications (8)
stat.ML2018
A Quasi-Bayesian Perspective to Online Clustering
Le Li, Benjamin Guedj, Sébastien Loustau
stat.ML2016
Stability revisited: new generalisation bounds for the Leave-one-Out
Alain Celisse, Benjamin Guedj
stat.ML2018
An Oracle Inequality for Quasi-Bayesian Non-Negative Matrix Factorization
Pierre Alquier, Benjamin Guedj
math.ST2019
COBRA: A Combined Regression Strategy
Gérard Biau, Aurélie Fischer, Benjamin Guedj +1
stat.ML2019
PAC-Bayesian High Dimensional Bipartite Ranking
Benjamin Guedj, Sylvain Robbiano
stat.ME2013
PAC-Bayesian Estimation and Prediction in Sparse Additive Models
Benjamin Guedj, Pierre Alquier
stat.ML2019
Simpler PAC-Bayesian Bounds for Hostile Data
Pierre Alquier, Benjamin Guedj
stat.CO2019
Pycobra: A Python Toolbox for Ensemble Learning and Visualisation
Benjamin Guedj, Bhargav Srinivasa Desikan