1 code implementation • 13 Feb 2023 • Batuhan Koyuncu, Pablo Sanchez-Martin, Ignacio Peis, Pablo M. Olmos, Isabel Valera
Recent approaches build on implicit neural representations (INRs) to propose generative models over function spaces.
1 code implementation • 9 Feb 2022 • Ignacio Peis, Chao Ma, José Miguel Hernández-Lobato
Our experiments show that HH-VAEM outperforms existing baselines in the tasks of missing data imputation and supervised learning with missing features.
1 code implementation • 15 Dec 2020 • Ignacio Peis, Pablo M. Olmos, Antonio Artés-Rodríguez
We present a novel deep generative model based on non i. i. d.
no code implementations • 6 Nov 2019 • Ignacio Peis, Pablo M. Olmos, Constanza Vera-Varela, María Luisa Barrigón, Philippe Courtet, Enrique Baca-García, Antonio Artés-Rodríguez
This article presents a novel method for predicting suicidal ideation from Electronic Health Records (EHR) and Ecological Momentary Assessment (EMA) data using deep sequential models.