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

Accelerated Bayesian Optimisation through Weight-Prior Tuning AISTATS 2020
Quantile Propagation for Wasserstein-Approximate Gaussian Processes NIPS 2020
Enriched mixtures of generalised Gaussian process experts AISTATS 2020
Federated Bayesian Optimization via Thompson Sampling NIPS 2020
Incremental learning of EMG-based control commands using Gaussian Processes CORL 2020
Multi-Fidelity Bayesian Optimization via Deep Neural Networks NIPS 2020
Icebreaker: Element-wise Efficient Information Acquisition with a Bayesian Deep Latent Gaussian Model NIPS 2019
Multi-objective Bayesian optimisation with preferences over objectives NIPS 2019
SpikeCaKe: Semi-Analytic Nonparametric Bayesian Inference for Spike-Spike Neuronal Connectivity AISTATS 2019
A Learnable Safety Measure CORL 2019
Combining 3D Morphable Models: A Large Scale Face-And-Head Model CVPR 2019
Efficient Inference in Multi-task Cox Process Models AISTATS 2019
Real-Time Robotic Search using Structural Spatial Point Processes UAI 2019
Bayesian Optimization Meets Riemannian Manifolds in Robot Learning CORL 2019
Efficient Neutrino Oscillation Parameter Inference with Gaussian Process AAAI 2019
Learning from demonstration with model-based Gaussian process CORL 2019
Human-in-the-loop Active Covariance Learning for Improving Prediction in Small Data Sets IJCAI 2019
Learning interpretable continuous-time models of latent stochastic dynamical systems ICML 2019
Modeling Dynamic Functional Connectivity with Latent Factor Gaussian Processes NIPS 2019
Sequential Neural Processes NIPS 2019
CAiRE_HKUST at SemEval-2019 Task 3: Hierarchical Attention for Dialogue Emotion Classification SEMEVAL 2019
Using Contextual Information to Improve Blood Glucose Prediction MLHC 2019
Multi-Class Gaussian Process Classification Made Conjugate: Efficient Inference via Data Augmentation UAI 2019
Gaussian Process Latent Variable Alignment Learning AISTATS 2019
Conditionally Independent Multiresolution Gaussian Processes AISTATS 2019