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latent function

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gaussian process (7) gaussian processes (4) bayesian inference (3) sparse approximation (2) variational inference (2) probabilistic modeling (2) heteroscedastic data (1) probit likelihood (1) black-box likelihood (1) mixture likelihood (1)

Papers

LIFT: Latent Implicit Functions for Task- and Data-Agnostic Encoding ICCV 2025 Functional Bayesian Tucker Decomposition for Continuous-indexed Tensor Data ICLR 2024 Preferential Bayesian Optimization ICML 2017 String and Membrane Gaussian Processes JMLR 2016 Scalable Inference for Gaussian Process Models with Black-Box Likelihoods NeurIPS 2015 Mind the Nuisance: Gaussian Process Classification using Privileged Noise NeurIPS 2014 Sparse Convolved Gaussian Processes for Multi-output Regression NeurIPS 2008 Robust Regression with Twinned Gaussian Processes NeurIPS 2007 Modelling transcriptional regulation using Gaussian Processes NeurIPS 2006