STEFANO FAVARO

18 catalog papers. Identity-linked publications and additional name matches are distinguished below.

ORCID: 0000-0003-0936-9421

Publications

• A Smoothed-Bayesian Approach to Frequency Recovery from Sketched Data — Journal of the American Statistical Association 2025
• Random measure priors in Bayesian recovery from sketches — Journal of Machine Learning Research 2024 (name-matched, not ORCID-linked)
• Scaled Process Priors for Bayesian Nonparametric Estimation of the Unseen Genetic Variation — Journal of the American Statistical Association 2024 (name-matched, not ORCID-linked)
• Conformal Frequency Estimation using Discrete Sketched Data with Coverage for Distinct Queries — Journal of Machine Learning Research 2023 (name-matched, not ORCID-linked)
• Bayesian nonparametric mixture modeling for temporal dynamics of gender stereotypes — The Annals of Applied Statistics 2023 (name-matched, not ORCID-linked)
• Learning-augmented count-min sketches via Bayesian nonparametrics — Journal of Machine Learning Research 2023 (name-matched, not ORCID-linked)
• More for less: predicting and maximizing genomic variant discovery via Bayesian nonparametrics — Biometrika 2022 (name-matched, not ORCID-linked)
• Doubly infinite residual neural networks: a diffusion process approach — Journal of Machine Learning Research 2021 (name-matched, not ORCID-linked)
• Consistent estimation of small masses in feature sampling — Journal of Machine Learning Research 2021 (name-matched, not ORCID-linked)
• Optimal disclosure risk assessment — The Annals of Statistics 2021 (name-matched, not ORCID-linked)
• Bayesian mixed effects models for zero-inflated compositions in microbiome data analysis — The Annals of Applied Statistics 2020 (name-matched, not ORCID-linked)
• Nonparametric Bayesian multiarmed bandits for single-cell experiment design — The Annals of Applied Statistics 2020 (name-matched, not ORCID-linked)
• Multi-Armed Bandit for Species Discovery: A Bayesian Nonparametric Approach — Journal of the American Statistical Association 2018 (name-matched, not ORCID-linked)
• Frequency of Frequencies Distributions and Size-Dependent Exchangeable Random Partitions — Journal of the American Statistical Association 2017 (name-matched, not ORCID-linked)
• Bayesian Nonparametric Ordination for the Analysis of Microbial Communities — Journal of the American Statistical Association 2017 (name-matched, not ORCID-linked)
• Bayesian regularization of the length of memory in reversible sequences — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 2016 (name-matched, not ORCID-linked)
• Bayesian nonparametric analysis of reversible Markov chains — The Annals of Statistics 2013 (name-matched, not ORCID-linked)
• Bayesian non-parametric inference for species variety with a two-parameter Poisson–Dirichlet process prior — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 2009 (name-matched, not ORCID-linked)