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

Spectral Mixture Kernels for Multi-Output Gaussian Processes NIPS 2017
Linearly constrained Gaussian processes NIPS 2017
Prediction under Uncertainty in Sparse Spectrum Gaussian Processes with Applications to Filtering and Control ICML 2017
Distributed Batch Gaussian Process Optimization ICML 2017
On Kernelized Multi-armed Bandits ICML 2017
Correlational Gaussian Processes for Cross-Domain Visual Recognition CVPR 2017
Learning to Detect Sepsis with a Multitask Gaussian Process RNN Classifier ICML 2017
Bayesian Optimization with Tree-structured Dependencies ICML 2017
Source-Target Similarity Modelings for Multi-Source Transfer Gaussian Process Regression ICML 2017
Asynchronous Distributed Variational Gaussian Process for Regression ICML 2017
Extending Model-based Policy Gradients for Robots in Heteroscedastic Environments CORL 2017
Stability of Controllers for Gaussian Process Dynamics JMLR 2017
Bayesian Inference for Spatio-temporal Spike-and-Slab Priors JMLR 2017
Active Incremental Learning of Robot Movement Primitives CORL 2017
Preferential Bayesian Optimization ICML 2017
Learning Scalable Deep Kernels with Recurrent Structure JMLR 2017
A Trust-based Mixture of Gaussian Processes Model for Reliable Regression in Participatory Sensing IJCAI 2017
Intention-Aware Motion Planning Using Learning Based Human Motion Prediction RSS 2017
A Unifying Framework for Gaussian Process Pseudo-Point Approximations using Power Expectation Propagation JMLR 2017
Bayesian Learning of Dynamic Multilayer Networks JMLR 2017
A Mutually-Dependent Hadamard Kernel for Modelling Latent Variable Couplings ACML 2017
Gray-box Inference for Structured Gaussian Process Models AISTATS 2017
Gaussian process based nonlinear latent structure discovery in multivariate spike train data NIPS 2017
Improving the Expected Improvement Algorithm NIPS 2017
SSN_MLRG1 at SemEval-2017 Task 4: Sentiment Analysis in Twitter Using Multi-Kernel Gaussian Process Classifier SEMEVAL 2017