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Name: Laura Ferrini

Type: User

Bio: Università Cattolica del Sacro Cuore, Milan, Italy

Laura Ferrini's Projects

causal-gaussian-dags

This repository contains all the R codes implemented for my thesis entitled "Causal inference for observational studies"

dp-mixture-categorical-dags

Repo for DP mixtures of categorical DAGs

We developed a Bayesian Hierarchical model to assess emissions of CO2 for different food types. This project investigates different prior choices that allow to take into account different variances across groups

neural-networks-image-classification

We want to classify songs to their music genre by using spectograms, i.e. plots showing frequencies in a sequential way. To deal with that, we started by using CNN, thus treating spectograms as standard images. We managed to include also the sequential information of frequencies by stacking RNN and CNN layers.

nlp-classification

NLP task for classification of comments into their emotional meaning

time-series-project

Data are measurements of carbon dioxide on Mauna Loa volcano. We used ARIMA models to deal with non-stationarity. Also seasonality has been taken into account.

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