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Probabilistic Machine Learning and efficient inference methods
Deep probabilistic models
Medical data modeling and applications in health
El País recently interviewed me about my research on generative AI and my FBBVA Leonardo Grant. You can read the full interview here (in Spanish).
I’m excited to announce that my project, “THAI: Towards Humble and Discoverable AI,” has been awarded a grant by the FBBVA Leonardo Program. This year, only 57 out of 1,423 projects were selected (a 4% acceptance rate), making this recognition even more special. We are currently looking for a post-doctoral researcher to join our team and contribute to the project.
Diffusion X-ray image denoising. Daniel Sanderson, Pablo M. Olmos, Carlos Fernández Del Cerro, Manuel Desco, Mónica Abella
Decoupling Feature Extraction and Classification Layers for Calibrated Neural Networks. Mikkel Jordahn, Pablo M. Olmos
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
Leire Paz (PhD Student, co-supervisor, UC3M)
Isabel Ayuso (PhD Student, co-supervisor, UC3M)
María Sauras (PhD Student, co-supervisor, UC3M)
Óscar Jiménez (PhD Student, co-supervisor, UC3M)
Josué Pérez (PhD Student, co-supervisor, UC3M)
Lorena Gallego (PhD Student, co-supervisor, UC3M)
Rodrigo Oliver (PhD Student, co-supervisor, UC3M)
Darío Cabezas (MSc. Student, co-supervisor, UC3M)
María Martínez (Postdoctoral researcher at Saarland University, Germany)
Alejandro Guerrero (Lecturer at UC3M)
Daniel Barrejón (AI Research Scientist at Centric Software)
Ignacio Peis (Postdoctoral researcher at Technical University of Denmark)
Fernando Moreno-Pino (Postdoctoral researcher at University of Oxford)
Lorena Romero-Medrano (Machine Learning Researcher at Optimitive Group)
Emese Sükei (Postdoctoral researcher at Medical University of Vienna)
Aurora Cobo (Research Scientist at Genaios)
Jose Carlos Aradillas (Senior Machine Learning Engineer at Evidence-Based Behavior)
Yanfang Liu (Senior ECC Design Engineer at Innogrit)
Javier Céspedes (Técnico Superior en la Comisión Nacional de los Mercados y la Competencia)
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