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

Nonparametric Sparse Tensor Factorization with Hierarchical Gamma Processes ICML 2022
Input Dependent Sparse Gaussian Processes ICML 2022
Learning Inconsistent Preferences with Gaussian Processes AISTATS 2022
Gaussian Process Bandit Optimization with Few Batches AISTATS 2022
On Uncertainty Estimation by Tree-based Surrogate Models in Sequential Model-based Optimization AISTATS 2022
On the Spectral Bias of Convolutional Neural Tangent and Gaussian Process Kernels NIPS 2022
Revisiting Active Sets for Gaussian Process Decoders NIPS 2022
Supervising the Multi-Fidelity Race of Hyperparameter Configurations NIPS 2022
Non-separable Spatio-temporal Graph Kernels via SPDEs AISTATS 2022
Temporal Knowledge Graph Completion with Approximated Gaussian Process Embedding COLING 2022
Bayesian Link Prediction with Deep Graph Convolutional Gaussian Processes AISTATS 2022
Variational nearest neighbor Gaussian process ICML 2022
Efficient Approximate Inference for Stationary Kernel on Frequency Domain ICML 2022
Preconditioning for Scalable Gaussian Process Hyperparameter Optimization ICML 2022
Bayesian Optimization under Stochastic Delayed Feedback ICML 2022
Improved Convergence Rates for Sparse Approximation Methods in Kernel-Based Learning ICML 2022
Distributionally-Aware Kernelized Bandit Problems for Risk Aversion ICML 2022
Accelerating Bayesian Optimization for Biological Sequence Design with Denoising Autoencoders ICML 2022
Additive Gaussian Processes Revisited ICML 2022
Bayesian Optimization for Distributionally Robust Chance-constrained Problem ICML 2022
Adversarial Attacks on Gaussian Process Bandits ICML 2022
Bayesian Continuous-Time Tucker Decomposition ICML 2022
AK: Attentive Kernel for Information Gathering RSS 2022
Fast and Scalable Spike and Slab Variable Selection in High-Dimensional Gaussian Processes AISTATS 2022
Bayesian federated estimation of causal effects from observational data UAI 2022