conftrace_

gaussian process

1200 papers

Explore in graph

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

Graph Convolutional Gaussian Processes ICML 2019
Bayesian Optimization with Binary Auxiliary Information UAI 2019
Exact Gaussian Processes on a Million Data Points NIPS 2019
Safe Exploration for Interactive Machine Learning NIPS 2019
Amortized Variational Inference with Graph Convolutional Networks for Gaussian Processes AISTATS 2019
Multi-resolution Multi-task Gaussian Processes NIPS 2019
ChamNet: Towards Efficient Network Design Through Platform-Aware Model Adaptation CVPR 2019
Efficient Bayesian Optimization for Target Vector Estimation AISTATS 2019
A General Framework for Multi-fidelity Bayesian Optimization with Gaussian Processes AISTATS 2019
Online Learning in Kernelized Markov Decision Processes AISTATS 2019
Confirmatory Bayesian Online Change Point Detection in the Covariance Structure of Gaussian Processes IJCAI 2019
AutoSeM: Automatic Task Selection and Mixing in Multi-Task Learning NAACL 2019
Measurement Maximizing Adaptive Sampling with Risk Bounding Functions AAAI 2019
No-Regret Bayesian Optimization with Unknown Hyperparameters JMLR 2019
Gaussian Process Optimization with Adaptive Sketching: Scalable and No Regret COLT 2019
Deep Random Splines for Point Process Intensity Estimation of Neural Population Data NIPS 2019
End-to-End Safe Reinforcement Learning through Barrier Functions for Safety-Critical Continuous Control Tasks AAAI 2019
The Kernel Interaction Trick: Fast Bayesian Discovery of Pairwise Interactions in High Dimensions ICML 2019
Gaussian Process Models of Sound Change in Indo-Aryan Dialectology ACL 2019
Deeper Connections between Neural Networks and Gaussian Processes Speed-up Active Learning IJCAI 2019
Modelling Uncertainty in Collaborative Document Quality Assessment EMNLP 2019
Automated Negotiation with Gaussian Process-based Utility Models IJCAI 2019
A Bayesian Perspective on the Deep Image Prior CVPR 2019
Bayesian Optimization of Composite Functions ICML 2019
Multi-Task Gaussian Processes and Dilated Convolutional Networks for Reconstruction of Reproductive Hormonal Dynamics MLHC 2019