Search Results for author: Ricard Gavaldà

Found 4 papers, 1 papers with code

Generating Synthetic but Plausible Healthcare Record Datasets

no code implementations4 Jul 2018 Laura Aviñó, Matteo Ruffini, Ricard Gavaldà

Generating datasets that "look like" given real ones is an interesting tasks for healthcare applications of ML and many other fields of science and engineering.

Clustering

Clustering Patients with Tensor Decomposition

no code implementations29 Aug 2017 Matteo Ruffini, Ricard Gavaldà, Esther Limón

In this paper we present a method for the unsupervised clustering of high-dimensional binary data, with a special focus on electronic healthcare records.

Clustering Tensor Decomposition

A New Spectral Method for Latent Variable Models

1 code implementation11 Dec 2016 Matteo Ruffini, Marta Casanellas, Ricard Gavaldà

This paper presents an algorithm for the unsupervised learning of latent variable models from unlabeled sets of data.

Identifiability and Transportability in Dynamic Causal Networks

no code implementations18 Oct 2016 Gilles Blondel, Marta Arias, Ricard Gavaldà

In this paper we propose a causal analog to the purely observational Dynamic Bayesian Networks, which we call Dynamic Causal Networks.

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