conftrace_

gaussian process

1200 papers

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Also known as

GP

Co-occurring keywords

variational inference (2069) bayesian optimization (624) bayesian inference (1907) uncertainty quantification (1393) kernel methods (1097) gaussian processes (89) regret bound (1926) active learning (1301) sparse approximation (76) hyperparameter optimization (406)

Papers

Controversy in mechanistic modelling with Gaussian processes ICML 2015
Scalable Nonparametric Bayesian Inference on Point Processes with Gaussian Processes ICML 2015
Probabilistic Curve Learning: Coulomb Repulsion and the Electrostatic Gaussian Process NIPS 2015
Improving the Gaussian Process Sparse Spectrum Approximation by Representing Uncertainty in Frequency Inputs ICML 2015
Sparse Variational Inference for Generalized GP Models ICML 2015
Optimality of Poisson Processes Intensity Learning with Gaussian Processes JMLR 2015
Landmarking Manifolds with Gaussian Processes ICML 2015
Bayesian Active Model Selection with an Application to Automated Audiometry NIPS 2015
A Gaussian Process Model of Quasar Spectral Energy Distributions NIPS 2015
MCMC for Variationally Sparse Gaussian Processes NIPS 2015
The Human Kernel NIPS 2015
GP Kernels for Cross-Spectrum Analysis NIPS 2015
Statistical Model Criticism using Kernel Two Sample Tests NIPS 2015
A Gaussian Process Latent Variable Model for BRDF Inference ICCV 2015
Scalable Inference for Gaussian Process Models with Black-Box Likelihoods NIPS 2015
Bayesian Model Adaptation for Crowd Counts ICCV 2015
Face Alignment Using Cascade Gaussian Process Regression Trees CVPR 2015
Variational Inference for Gaussian Process Modulated Poisson Processes ICML 2015
A Multitask Point Process Predictive Model ICML 2015
Parallel Predictive Entropy Search for Batch Global Optimization of Expensive Objective Functions NIPS 2015
Scalable Nonparametric Multiway Data Analysis AISTATS 2015
Latent Gaussian Processes for Distribution Estimation of Multivariate Categorical Data ICML 2015
Scalable Bayesian Optimization Using Deep Neural Networks ICML 2015
Multi-Conditional Latent Variable Model for Joint Facial Action Unit Detection ICCV 2015
Multi-Class Multi-Annotator Active Learning With Robust Gaussian Process for Visual Recognition ICCV 2015