Fernando Pérez-Cruz

12 papers · 2008–2025 · 5 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird 🌍 Conference Polyglot (5) 🏃 Academic Marathon (17) 🐝 Cross-Pollinator (12) 🌈 Renaissance Researcher (7) 🌉 Interdisciplinary Bridge 🗺️ Taxonomy Completionist (11) 🧭 Keyword Pioneer 👥 Mega-Team (26) 🏆 Keyword Champion 📈 Trend Setter 🗃️ Keyword Collector (70) 💎 Century Club (12)

Conferences

NIPS (7) JMLR (2) ICML (1) MIDL (1) UAI (1)

Top co-authors

Isabel Valera (3) Michele Volpi (2) Luis Salamanca (2) Firat Ozdemir (2) Francisco Ruiz (2) Carlos Blanco (2) Shirin Goshtasbpour (2) Philipp Fischer (1) Berkan Lafci (1) Juan Fuentes (1)

Keywords

bayesian nonparametric (3) gibbs sampler (2) indian buffet process (2) kl divergence (2) gibbs sampling (2) approximate inference (1) bayesian nonparametrics (1) factor analysis (1) parameter estimation (1) source separation (1) style transfer (1) data augmentation (1) reproducible research (1) image reconstruction (1) model interpretability (1) domain adaptation (1) feature importance (1) laplace approximation (1) message passing (1) explainable ai (1)

Papers

Simulation-based Inference for High-dimensional Data using Surjective Sequential Neural Likelihood Estimation UAI 2025

Anchor Data Augmentation NIPS 2023

Renku: a platform for sustainable data science NIPS 2023

Adaptive Annealed Importance Sampling with Constant Rate Progress ICML 2023

What You See is What You Classify: Black Box Attributions NIPS 2022

Signal Domain Learning Approach for Optoacoustic Image Reconstruction from Limited View Data MIDL 2022

Infinite Factorial Dynamical Model NIPS 2015

Bayesian Nonparametric Crowdsourcing JMLR 2015

Bayesian Nonparametric Comorbidity Analysis of Psychiatric Disorders JMLR 2014

Bayesian Nonparametric Modeling of Suicide Attempts NIPS 2012

An Application of Tree-Structured Expectation Propagation for Channel Decoding NIPS 2011

Estimation of Information Theoretic Measures for Continuous Random Variables NIPS 2008