Pablo M. Olmos
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Research interests
Probabilistic Machine Learning and efficient inference methods
Deep probabilistic models
Medical data modeling and applications in health
Latest news!
Diffusion X-ray image denoising. Daniel Sanderson, Pablo M. Olmos, Carlos Fernández Del Cerro, Manuel Desco, Mónica Abella
Training Implicit Generative Models via an Invariant Statistical Loss. Jose Manuel de Frutos, Pablo M. Olmos, Manuel Alberto Vázquez, Joaquín Míguez
Efficient local linearity regularization to overcome catastrophic overfitting. Elias Abad Rocamora, Fanghui Liu, Grigorios G. Chrysos, Pablo M. Olmos, Volkan Cevher
Variational Mixture of HyperGenerators for Learning Distributions Over Functions. Batuhan Koyuncu, Pablo Sanchez-Martin, Ignacio Peis, Pablo M. Olmos, Isabel Valera
Contact me
Address: Universidad Carlos III de Madrid, Dpto. de Teoría de la Señal y Comunicaciones, Avenida de la Universidad 30, 28911 Leganés, Spain
Office: 4.2.A.08
Office phone: +34916248875
email: pamartin@ing.uc3m.es