Fernando Pérez-Cruz
12 papers · 2008–2025 · 5 conferences · across top CS/AI conferences
Achievements
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🌍 Conference Polyglot (5) 🗺️ Taxonomy Completionist (11) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🏃 Academic Marathon (17)
🌉
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
Keywords
bayesian nonparametrics
(3)
indian buffet process
(2)
gibbs sampler
(2)
kl divergence
(2)
gibbs sampling
(2)
approximate inference
(1)
style transfer
(1)
factor analysis
(1)
parameter estimation
(1)
source separation
(1)
reproducible research
(1)
data augmentation
(1)
domain adaptation
(1)
image reconstruction
(1)
feature importance
(1)
explainable ai
(1)
model interpretability
(1)
laplace approximation
(1)
message passing
(1)
variational inference
(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