Search Results for author: Federico Camerlenghi

Found 4 papers, 2 papers with code

A Common Atom Model for the Bayesian Nonparametric Analysis of Nested Data

1 code implementation17 Aug 2020 Francesco Denti, Federico Camerlenghi, Michele Guindani, Antonietta Mira

The use of high-dimensional data for targeted therapeutic interventions requires new ways to characterize the heterogeneity observed across subgroups of a specific population.

Methodology Applications

Genomic variety prediction via Bayesian nonparametrics

no code implementations pproximateinference AABI Symposium 2019 Lorenzo Masoero, Federico Camerlenghi, Stefano Favaro, Tamara Broderick

We consider the case where scientists have already conducted a pilot study to reveal some variants in a genome and are contemplating a follow-up study.

Experimental Design

Nonparametric Bayesian multi-armed bandits for single cell experiment design

1 code implementation11 Oct 2019 Federico Camerlenghi, Bianca Dumitrascu, Federico Ferrari, Barbara E. Engelhardt, Stefano Favaro

The problem of maximizing cell type discovery under budget constraints is a fundamental challenge for the collection and analysis of single-cell RNA-sequencing (scRNA-seq) data.


On consistent estimation of the missing mass

no code implementations25 Jun 2018 Fadhel Ayed, Marco Battiston, Federico Camerlenghi, Stefano Favaro

Given $n$ samples from a population of individuals belonging to different types with unknown proportions, how do we estimate the probability of discovering a new type at the $(n+1)$-th draw?

Vocal Bursts Type Prediction

Cannot find the paper you are looking for? You can Submit a new open access paper.