Stefano Favaro
Stefano Favaro
University of Torino and Collegio Carlo Alberto
Verified email at unito.it - Homepage
Title
Cited by
Cited by
Year
Are Gibbs-type priors the most natural generalization of the Dirichlet process?
P De Blasi, S Favaro, A Lijoi, RH Mena, I Prünster, M Ruggiero
IEEE transactions on pattern analysis and machine intelligence 37 (2), 212-229, 2013
1132013
MCMC for normalized random measure mixture models
S Favaro, YW Teh
Statistical Science 28 (3), 335-359, 2013
1062013
Bayesian non‐parametric inference for species variety with a two‐parameter Poisson–Dirichlet process prior
S Favaro, A Lijoi, RH Mena, I Prünster
Journal of the Royal Statistical Society: Series B (Statistical Methodology …, 2009
882009
A new estimator of the discovery probability
S Favaro, A Lijoi, I Prünster
Biometrics 68 (4), 1188-1196, 2012
412012
Conditional formulae for Gibbs-type exchangeable random partitions
S Favaro, A Lijoi, I Pruenster
The Annals of Applied Probability 23 (5), 1721-1754, 2013
372013
On the stick-breaking representation of normalized inverse Gaussian priors
S Favaro, A Lijoi, I Pruenster
Biometrika 99 (3), 663-674, 2012
362012
Bayesian nonparametric ordination for the analysis of microbial communities
B Ren, S Bacallado, S Favaro, S Holmes, L Trippa
Journal of the American Statistical Association 112 (520), 1430-1442, 2017
322017
On a class of distributions on the simplex
S Favaro, G Hadjicharalambous, I Prünster
Journal of Statistical Planning and Inference 141 (9), 2987-3004, 2011
292011
Slice sampling σ-stable Poisson-Kingman mixture models
S Favaro, SG Walker
Journal of Computational and Graphical Statistics 22 (4), 830-847, 2013
262013
Alpha-diversity processes and normalized inverse-Gaussian diffusions
M Ruggiero, SG Walker, S Favaro
The Annals of Applied Probability 23 (1), 386-425, 2013
242013
On the distribution of sums of independent exponential random variables via Wilks’ integral representation
S Favaro, SG Walker
Acta applicandae mathematicae 109 (3), 1035-1042, 2010
202010
Bayesian nonparametric analysis of reversible Markov chains
S Bacallado, S Favaro, L Trippa
The Annals of Statistics, 870-896, 2013
192013
A marginal sampler for σ-stable Poisson–Kingman mixture models
M Lomelí, S Favaro, YW Teh
Journal of Computational and Graphical Statistics 26 (1), 44-53, 2017
162017
Rediscovery of Good–Turing estimators via Bayesian nonparametrics
S Favaro, B Nipoti, YW Teh
Biometrics 72 (1), 136-145, 2016
162016
BAYESIAN NONPARAMETRIC INFERENCE FOR DISCOVERY PROBABILITIES: CREDIBLE INTERVALS AND LARGE SAMPLE ASYMPTIOTICS
J Arbel, S Favaro, B Nipoti, YW Teh
Statistica Sinica, 839-858, 2017
142017
On a class of random probability measures with general predictive structure
S Favaro, I Prünster, SG Walker
Scandinavian journal of statistics 38 (2), 359-376, 2011
132011
Infinitely deep neural networks as diffusion processes
S Peluchetti, S Favaro
International Conference on Artificial Intelligence and Statistics, 1126-1136, 2020
122020
On the stick-breaking representation for homogeneous NRMIs
S Favaro, A Lijoi, C Nava, B Nipoti, I Pruenster, YW Teh
Bayesian Analysis 11 (3), 697-724, 2016
122016
Looking-backward probabilities for Gibbs-type exchangeable random partitions
S Bacallado, S Favaro, L Trippa
Bernoulli 21 (1), 1-37, 2015
122015
Multi-armed bandit for species discovery: a Bayesian nonparametric approach
M Battiston, S Favaro, YW Teh
Journal of the American Statistical Association 113 (521), 455-466, 2018
112018
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