José M. Hernández-lobato
4 papers · 2007–2012 · 1 venue · across top CS/AI venues
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Achievements
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🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (21) 🐣 Hot Topic Early Bird 🏆 Keyword Champion
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Trend Setter
Venues
Top co-authors
Research topics
Artificial Intelligence
(4)
Machine Learning
(4)
Bayesian & Probabilistic · Machine Learning
(4)
Learning Types · Machine Learning
(4)
Bayesian & Probabilistic · Artificial Intelligence
(3)
Core Methods
(2)
Optimization & Theory
(2)
Data Science & Analytics
(1)
Deep Learning
(1)
Healthcare & Medicine
(1)
Interdisciplinary
(1)
Application Areas
(1)
Applications
(1)
Learning Paradigms
(1)
Learning Types · Deep Learning
(1)
Keywords
expectation propagation
(3)
gaussian process
(2)
semi-supervised learning
(1)
approximate inference
(1)
probabilistic modeling
(1)
variational inference
(1)
domain adaptation
(1)
density estimation
(1)
gaussian processes
(1)
collaborative filtering
(1)
preference learning
(1)
robust classification
(1)
bioinformatics
(1)
label noise
(1)
gene expression
(1)
transcription factor
(1)
gene expression analysis
(1)
spike-and-slab prior
(1)
transcription factor discovery
(1)
multi-class classification
(1)
Papers
Collaborative Gaussian Processes for Preference Learning
NeurIPS 2012
Semi-Supervised Domain Adaptation with Non-Parametric Copulas
NeurIPS 2012
Robust Multi-Class Gaussian Process Classification
NeurIPS 2011
Regulator Discovery from Gene Expression Time Series of Malaria Parasites: a Hierachical Approach
NeurIPS 2007