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

Deep Bayesian Optimization on Attributed Graphs AAAI 2019
Demonstrating and Modelling Systematic Time-varying Annotator Disagreement in Continuous Emotion Annotation INTERSPEECH 2018
Natural Gradients in Practice: Non-Conjugate Variational Inference in Gaussian Process Models AISTATS 2018
Scalable Gaussian Processes with Billions of Inducing Inputs via Tensor Train Decomposition AISTATS 2018
Bayesian Nonparametric Poisson-Process Allocation for Time-Sequence Modeling AISTATS 2018
Scalable Generalized Dynamic Topic Models AISTATS 2018
Inference via Low-Dimensional Couplings JMLR 2018
Efficient Bayesian Inference of Sigmoidal Gaussian Cox Processes JMLR 2018
Gaussian Process Neural Networks for Speech Recognition INTERSPEECH 2018
Sparse Gaussian Process Temporal Difference Learning for Marine Robot Navigation CORL 2018
A Data-Efficient Approach to Precise and Controlled Pushing CORL 2018
Large-Scale Cox Process Inference using Variational Fourier Features ICML 2018
BOCK : Bayesian Optimization with Cylindrical Kernels ICML 2018
Scalable Gaussian Processes with Grid-Structured Eigenfunctions (GP-GRIEF) ICML 2018
Learning unknown ODE models with Gaussian processes ICML 2018
State Space Gaussian Processes with Non-Gaussian Likelihood ICML 2018
Multi-Task Learning by Maximizing Statistical Dependence CVPR 2018
Feature-correlation-aware Gaussian Process Latent Variable Model ACML 2018
Data-Efficient Reinforcement Learning with Probabilistic Model Predictive Control AISTATS 2018
Constant-Time Predictive Distributions for Gaussian Processes ICML 2018
Tight Regret Bounds for Bayesian Optimization in One Dimension ICML 2018
Stagewise Safe Bayesian Optimization with Gaussian Processes ICML 2018
A Prior-Less Method for Multi-Face Tracking in Unconstrained Videos CVPR 2018
Differential networking with path weights in Gaussian trees PGM 2018
The Transfer of Human Trust in Robot Capabilities across Tasks RSS 2018