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Daniel Hernández-Lobato
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Daniel Hernández-Lobato19 visible / 19 total nodes / 55 links

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Co-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipWorks onAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipWorks onWorks onAuthorshipAuthorshipWorks onWorks onWorks onAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalAuthorshipAuthorshipDaniel Hernández-LobatoADaniel Hernández-LobatoResearcherConditional Diffusion SamplingWConditional Diffusion S...preprint / 2026Francisco M. Castro-MacíasAFrancisco M. Castro-MacíasResearcherPablo Morales-ÁlvarezAPablo Morales-ÁlvarezResearcherSaifuddin SyedASaifuddin SyedResearcherRafael MolinaARafael MolinaResearcherJosé Miguel Hernández-LobatoAJosé Miguel Hernández-L...ResearcherMind the Nuisance: Gaussian Process Classification using Privileged NoiseWMind the Nuisance: Gaus...preprint / 2014Scalable Gaussian Process Classification via Expectation PropagationWScalable Gaussian Proce...preprint / 2015Stochastic Expectation Propagation for Large Scale Gaussian Process ClassificationWStochastic Expectation ...preprint / 2015Non-linear Causal Inference using Gaussianity MeasuresWNon-linear Causal Infer...preprint / 2016Predictive Entropy Search for Multi-objective Bayesian OptimizationWPredictive Entropy Sear...preprint / 2016Machine LearningTMachine Learning49008 worksInference over radiative transfer models using variational and expectation maximization methodsWInference over radiativ...preprint / 2022Efficient Transformed Gaussian Processes for Non-Stationary Dependent Multi-class ClassificationWEfficient Transformed G...preprint / 2022Gaussian Processes for Missing Value ImputationWGaussian Processes for ...preprint / 2022Convergent Expectation Propagation in Linear Models with Spike-and-slab PriorsWConvergent Expectation ...preprint / 2011Dealing with Integer-valued Variables in Bayesian Optimization with Gaussian ProcessesWDealing with Integer-va...preprint / 2017Deep Gaussian Processes for Regression using Approximate Expectation PropagationWDeep Gaussian Processes...preprint / 2016
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Daniel Hernández-Lobato

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PaperConditional Diffusion SamplingAuthorship / preprint / 2026PersonFrancisco M. Castro-MacíasCo-authorship / ResearcherPersonPablo Morales-ÁlvarezCo-authorship / ResearcherPersonSaifuddin SyedCo-authorship / ResearcherPersonRafael MolinaCo-authorship / ResearcherPersonJosé Miguel Hernández-LobatoCo-authorship / ResearcherPaperMind the Nuisance: Gaussian Process Classification using Privileged NoiseAuthorship / preprint / 2014PaperScalable Gaussian Process Classification via Expectation PropagationAuthorship / preprint / 2015

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