Efficient Gaussian Process Classification Using Polya-Gamma Data
Augmentation

v1v2 (latest)

Efficient Gaussian Process Classification Using Polya-Gamma Data Augmentation

18 February 2018

Théo Galy-Fajou

Christian Donner

ArXiv (abs)PDF HTML

Papers citing "Efficient Gaussian Process Classification Using Polya-Gamma Data Augmentation"

13 / 13 papers shown

Title
Video-based Surgical Skill Assessment using Tree-based Gaussian Process Classifier Arefeh Rezaei M. J. Ahmadi Amir Molaei H. Taghirad 55 1 0 15 Dec 2023
Meta-learning Adaptive Deep Kernel Gaussian Processes for Molecular Property Prediction Jiajun He Austin Tripp José Miguel Hernández-Lobato 66 23 0 05 May 2022
Adaptive Inducing Points Selection For Gaussian Processes Théo Galy-Fajou Manfred Opper 84 16 0 21 Jul 2021
Personalized Federated Learning with Gaussian Processes Idan Achituve Aviv Shamsian Aviv Navon Gal Chechik Ethan Fetaya FedML 87 103 0 29 Jun 2021
Scalable Cross Validation Losses for Gaussian Process Models M. Jankowiak Geoff Pleiss 60 6 0 24 May 2021
Automated Augmented Conjugate Inference for Non-conjugate Gaussian Process Models Théo Galy-Fajou F. Wenzel Manfred Opper 57 4 0 26 Feb 2020
Extreme Classification via Adversarial Softmax Approximation Robert Bamler Stephan Mandt 77 23 0 15 Feb 2020
Scalable Gaussian Process Classification with Additive Noise for Various Likelihoods Haitao Liu Yew-Soon Ong Ziwei Yu Jianfei Cai Xiaobo Shen 57 3 0 14 Sep 2019
Correlation Priors for Reinforcement Learning Bastian Alt Adrian Šošić Heinz Koeppl OffRL 49 12 0 11 Sep 2019
Multi-Class Gaussian Process Classification Made Conjugate: Efficient Inference via Data Augmentation Théo Galy-Fajou F. Wenzel Christian Donner Manfred Opper 60 30 0 23 May 2019
Learning Invariances using the Marginal Likelihood Mark van der Wilk Matthias Bauer S. T. John J. Hensman 92 86 0 16 Aug 2018
When Gaussian Process Meets Big Data: A Review of Scalable GPs Haitao Liu Yew-Soon Ong Xiaobo Shen Jianfei Cai GP 136 697 0 03 Jul 2018
Scalable Generalized Dynamic Topic Models P. Jähnichen F. Wenzel Marius Kloft Stephan Mandt BDL 93 40 0 21 Mar 2018