Fernando Pérez-Cruz
12 papers · 2008–2025 · 5 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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🗺️ Taxonomy Completionist (35) 🏃 Academic Marathon · Full 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Bronze 🐣 Hot Topic Early Bird
🧭
Keyword Pioneer
👥
Mega-Team · Squad
🏆
Keyword Champion
📈
Trend Setter
🌈
Renaissance Researcher
(6)
💎
Century Club · Bronze
🗃️
Keyword Collector
(80)
Venues
Top co-authors
Research topics
Machine Learning
(10)
Artificial Intelligence
(7)
Bayesian & Probabilistic · Artificial Intelligence
(6)
Optimization & Theory
(6)
Core Methods
(5)
Mathematics & Optimization
(4)
Bayesian & Probabilistic · Machine Learning
(4)
Core AI
(3)
Application Areas
(2)
Optimization
(2)
Probability
(2)
Computer Science
(1)
Computer Vision
(1)
Data Science & Analytics
(1)
Deep Learning
(1)
Keywords
bayesian nonparametrics
(3)
indian buffet process
(2)
gibbs sampler
(2)
kl divergence
(2)
gibbs sampling
(2)
data augmentation
(1)
reproducible research
(1)
factor analysis
(1)
source separation
(1)
domain adaptation
(1)
parameter estimation
(1)
style transfer
(1)
image classification
(1)
variational inference
(1)
explainable ai
(1)
image reconstruction
(1)
feature importance
(1)
model interpretability
(1)
markov chain monte carlo
(1)
approximate inference
(1)
Papers
Simulation-based Inference for High-dimensional Data using Surjective Sequential Neural Likelihood Estimation
UAI 2025
Adaptive Annealed Importance Sampling with Constant Rate Progress
ICML 2023
Anchor Data Augmentation
NeurIPS 2023
Renku: a platform for sustainable data science
NeurIPS 2023
Signal Domain Learning Approach for Optoacoustic Image Reconstruction from Limited View Data
MIDL 2022
What You See is What You Classify: Black Box Attributions
NeurIPS 2022
Bayesian Nonparametric Crowdsourcing
JMLR 2015
Infinite Factorial Dynamical Model
NeurIPS 2015
Bayesian Nonparametric Comorbidity Analysis of Psychiatric Disorders
JMLR 2014
Bayesian Nonparametric Modeling of Suicide Attempts
NeurIPS 2012
An Application of Tree-Structured Expectation Propagation for Channel Decoding
NeurIPS 2011
Estimation of Information Theoretic Measures for Continuous Random Variables
NeurIPS 2008