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

On Exact Computation with an Infinitely Wide Neural Net NIPS 2019
Benefits and Pitfalls of the Exponential Mechanism with Applications to Hilbert Spaces and Functional PCA ICML 2019
Rates of Convergence for Sparse Variational Gaussian Process Regression ICML 2019
Approximate Inference Turns Deep Networks into Gaussian Processes NIPS 2019
Structured Variational Inference in Continuous Cox Process Models NIPS 2019
Multivariate Sparse Coding of Nonstationary Covariances with Gaussian Processes NIPS 2019
Uncertainty on Asynchronous Time Event Prediction NIPS 2019
Function-Space Distributions over Kernels NIPS 2019
Unsupervised Visual Domain Adaptation: A Deep Max-Margin Gaussian Process Approach CVPR 2019
Probabilistic Deep Ordinal Regression Based on Gaussian Processes ICCV 2019
A Bayesian Optimization Framework for Neural Network Compression ICCV 2019
Bayesian Optimization with Unknown Search Space NIPS 2019
Offline Contextual Bayesian Optimization NIPS 2019
No-Regret Learning in Unknown Games with Correlated Payoffs NIPS 2019
Hyperparameter Learning via Distributional Transfer NIPS 2019
Embarrassingly Parallel Inference for Gaussian Processes JMLR 2019
Generic Inference in Latent Gaussian Process Models JMLR 2019
Recovering Bandits NIPS 2019
Multi-task Learning for Aggregated Data using Gaussian Processes NIPS 2019
LF-MMI Training of Bayesian and Gaussian Process Time Delay Neural Networks for Speech Recognition INTERSPEECH 2019
Collective Online Learning of Gaussian Processes in Massive Multi-Agent Systems AAAI 2019
Expressive Priors in Bayesian Neural Networks: Kernel Combinations and Periodic Functions UAI 2019
Bayesian Optimization Meets Bayesian Optimal Stopping ICML 2019
Uniform Error Bounds for Gaussian Process Regression with Application to Safe Control NIPS 2019
Spatially Aggregated Gaussian Processes with Multivariate Areal Outputs NIPS 2019