Ignacio Peis

According to our database, Ignacio Peis authored at least 10 papers between 2017 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Latent Diffusion for Missing Data.

Alberte Heering Estad, Ignacio Peis, Jes Frellsen

CoRR, May, 2026

Order-Agnostic Autoregressive Modelling with Missing Data.

Ignacio Peis, Pablo M. Olmos, Jes Frellsen

CoRR, May, 2026

Scalable physical source-to-field inference with hypernetworks.

Berian James, Stefan Pollok, Ignacio Peis, Elizabeth Louise Baker, Jes Frellsen, Rasmus Bjørk

Trans. Mach. Learn. Res., 2026

2025

Hyper-Transforming Latent Diffusion Models.

Ignacio Peis, Batuhan Koyuncu, Isabel Valera, Jes Frellsen

Proceedings of the Forty-second International Conference on Machine Learning, 2025

2024

Scalable physical source-to-field inference with hypernetworks.

Berian James, Stefan Pollok, Ignacio Peis, Jes Frellsen, Rasmus Bjørk

CoRR, 2024

2023

Unsupervised learning of global factors in deep generative models.

Ignacio Peis, Pablo M. Olmos, Antonio Artés-Rodríguez

Pattern Recognit., 2023

Variational Mixture of HyperGenerators for Learning Distributions over Functions.

Batuhan Koyuncu, Pablo Sánchez-Martín, Ignacio Peis, Pablo M. Olmos, Isabel Valera

Proceedings of the International Conference on Machine Learning, 2023

2022

Missing Data Imputation and Acquisition with Deep Hierarchical Models and Hamiltonian Monte Carlo.

Ignacio Peis, Chao Ma, José Miguel Hernández-Lobato

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

2019

Deep Sequential Models for Suicidal Ideation From Multiple Source Data.

Ignacio Peis, Pablo M. Olmos, Constanza Vera-Varela, María Luisa Barrigón, Philippe Courtet, Enrique Baca-García, Antonio Artés-Rodríguez

IEEE J. Biomed. Health Informatics, 2019

2017

A Heavy Tailed Expectation Maximization Hidden Markov Random Field Model with Applications to Segmentation of MRI.

Diego Castillo-Barnes, Ignacio Peis, Francisco Jesús Martínez-Murcia, Fermín Segovia, Ignacio A. Illán, Juan Manuel Górriz, Javier Ramírez, Diego Salas-Gonzalez

Frontiers Neuroinformatics, 2017