Perez-Cruz, Fernando

20 publications

UAI 2025 Simulation-Based Inference for High-Dimensional Data Using Surjective Sequential Neural Likelihood Estimation Simon Dirmeier, Carlo Albert, Fernando Perez-Cruz

ICML 2023 Adaptive Annealed Importance Sampling with Constant Rate Progress Shirin Goshtasbpour, Victor Cohen, Fernando Perez-Cruz

NeurIPS 2023 Anchor Data Augmentation Nora Schneider, Shirin Goshtasbpour, Fernando Perez-Cruz

TMLR 2023 OADAT: Experimental and Synthetic Clinical Optoacoustic Data for Standardized Image Processing Firat Ozdemir, Berkan Lafci, Xose Luis Dean-Ben, Daniel Razansky, Fernando Perez-Cruz

NeurIPS 2023 Renku: A Platform for Sustainable Data Science Rok Roškar, Chandrasekhar Ramakrishnan, Michele Volpi, Fernando Perez-Cruz, Lilian Gasser, Firat Ozdemir, Patrick Paitz, Mohammad Alisafaee, Philipp Fischer, Ralf Grubenmann, Eliza Harris, Tasko Olevski, Carl Remlinger, Luis Salamanca, Elisabet Capon Garcia, Lorenzo Cavazzi, Jakub Chrobasik, Darlin Cordoba Osnas, Alessandro Degano, Jimena Dupre, Wesley Johnson, Eike Kettner, Laura Kinkead, Sean D. Murphy, Flora Thiebaut, Olivier Verscheure

MIDL 2023 Signal Domain Learning Approach for Optoacoustic Image Reconstruction from Limited View Data Anna Klimovskaia Susmelj, Berkan Lafci, Firat Ozdemir, Neda Davoudi, Xose Luis Dean-Ben, Fernando Perez-Cruz, Daniel Razansky

ECML-PKDD 2022 Optimization of Annealed Importance Sampling Hyperparameters Shirin Goshtasbpour, Fernando Pérez-Cruz

NeurIPS 2022 What You See Is What You Classify: Black Box Attributions Steven Stalder, Nathanael Perraudin, Radhakrishna Achanta, Fernando Perez-Cruz, Michele Volpi

ECML-PKDD 2021 Machine Learning and Knowledge Discovery in Databases. Research Track - European Conference, ECML PKDD 2021, Bilbao, Spain, September 13-17, 2021, Proceedings, Part I Nuria Oliver, Fernando Pérez-Cruz, Stefan Kramer, Jesse Read, José Antonio Lozano

ECML-PKDD 2021 Machine Learning and Knowledge Discovery in Databases. Research Track - European Conference, ECML PKDD 2021, Bilbao, Spain, September 13-17, 2021, Proceedings, Part II Nuria Oliver, Fernando Pérez-Cruz, Stefan Kramer, Jesse Read, José Antonio Lozano

ECML-PKDD 2021 Machine Learning and Knowledge Discovery in Databases. Research Track - European Conference, ECML PKDD 2021, Bilbao, Spain, September 13-17, 2021, Proceedings, Part III Nuria Oliver, Fernando Pérez-Cruz, Stefan Kramer, Jesse Read, José Antonio Lozano

AISTATS 2018 International Conference on Artificial Intelligence and Statistics, AISTATS 2018, 9-11 April 2018, Playa Blanca, Lanzarote, Canary Islands, Spain Amos J. Storkey, Fernando Pérez-Cruz

JMLR 2015 Bayesian Nonparametric Crowdsourcing Pablo G. Moreno, Antonio Artes-Rodriguez, Yee Whye Teh, Fernando Perez-Cruz

NeurIPS 2015 Infinite Factorial Dynamical Model Isabel Valera, Francisco Ruiz, Lennart Svensson, Fernando Perez-Cruz

JMLR 2014 Bayesian Nonparametric Comorbidity Analysis of Psychiatric Disorders Francisco J. R. Ruiz, Isabel Valera, Carlos Blanco, Fernando Perez-Cruz

NeurIPS 2012 Bayesian Nonparametric Modeling of Suicide Attempts Francisco Ruiz, Isabel Valera, Carlos Blanco, Fernando Pérez-Cruz

NeurIPS 2011 An Application of Tree-Structured Expectation Propagation for Channel Decoding Pablo M. Olmos, Luis Salamanca, Juan Fuentes, Fernando Pérez-Cruz

NeurIPS 2008 Estimation of Information Theoretic Measures for Continuous Random Variables Fernando Pérez-Cruz

NeurIPS 2005 Gaussian Processes for Multiuser Detection in CDMA Receivers Juan J. Murillo-fuentes, Sebastian Caro, Fernando Pérez-Cruz

NeurIPS 2000 Fast Training of Support Vector Classifiers Fernando Pérez-Cruz, Pedro Luis Alarcón-Diana, Angel Navia-Vázquez, Antonio Artés-Rodríguez