Publications
Ph.D. thesis
- A. Todeschini (2016). Probabilistic and Bayesian nonparametric approaches for recommender systems and networks. University of Bordeaux. [Thesis][Slides][BibTeX]
Preprints
- A. Todeschini and F. Caron (2016). Exchangeable Random Measures for Sparse and Modular Graphs with Overlapping Communities. arXiv preprint arXiv:1602.02114. [Paper][BibTeX]
- A. Todeschini, F. Caron, M. Fuentes, P. Legrand, P. Del Moral (2014). Biips: Software for Bayesian Inference with Interacting Particle Systems. arXiv preprint arXiv:1412.3779. [Paper][Software][BibTeX]
Peer reviewed international conference proceedings
- P. Minvielle, A. Todeschini, F. Caron and P. Del Moral (2014). Particle MCMC for Bayesian Microwave Control. 4th International Workshop on New Computational Methods for Inverse Problems (NCMIP2014), Cachan, France. [Paper][BibTeX]
- A. Todeschini, F. Caron and M. Chavent (2013). Probabilistic Low Rank Matrix Completion with Adaptive Spectral Regularization Algorithms. Neural Information Processing Systems (NIPS’2013), Lake Tahoe, USA. [Paper][Supplementary Material][Poster][Matlab code][BibTeX]
National conferences
- A. Todeschini and F. Caron (2015). Approche bayésienne non paramétrique pour la factorisation de matrice binaire à faible rang avec loi de puissance. Journées de Statistique de la SFDS (JdS 2015), Lille, France. [Paper]
- A. Todeschini and R. Genuer (2015). Compétitions d’apprentissage automatique avec le package R rchallenge. Journées de Statistique de la SFDS (JdS 2015), Lille, France. [Paper][R code]
- A. Todeschini, F. Caron and M. Chavent (2014). Complétion de matrice de rang faible probabiliste à l’aide d’algorithmes de régularisation spectrale adaptatifs. Journées de Statistique de la SFDS (JdS 2014), Rennes, France. [Paper][Slides][Matlab code][BibTeX]