Théo Galy-Fajou

Publication Activity (10 Years)

Years Active: 2017-2021
Publications (10 Years): 10

Top Topics

Efficient Inference

Top Venues

Publications

Théo Galy-Fajou, Manfred Opper
Adaptive Inducing Points Selection For Gaussian Processes. CoRR (2021)
Théo Galy-Fajou, Valerio Perrone, Manfred Opper
Flexible and Efficient Inference with Particles for the Variational Gaussian Approximation. Entropy 23 (8) (2021)
Théo Galy-Fajou, Florian Wenzel, Manfred Opper
Automated Augmented Conjugate Inference for Non-conjugate Gaussian Process Models. CoRR (2020)
Théo Galy-Fajou, Florian Wenzel, Manfred Opper
Automated Augmented Conjugate Inference for Non-conjugate Gaussian Process Models. AISTATS (2020)
Florian Wenzel, Théo Galy-Fajou, Christian Donner, Marius Kloft, Manfred Opper
Efficient Gaussian Process Classification Using Pólya-Gamma Data Augmentation. AAAI (2019)
Théo Galy-Fajou, Florian Wenzel, Christian Donner, Manfred Opper
Multi-Class Gaussian Process Classification Made Conjugate: Efficient Inference via Data Augmentation. UAI (2019)
Théo Galy-Fajou, Florian Wenzel, Christian Donner, Manfred Opper
Multi-Class Gaussian Process Classification Made Conjugate: Efficient Inference via Data Augmentation. CoRR (2019)
Florian Wenzel, Théo Galy-Fajou, Christian Donner, Marius Kloft, Manfred Opper
Efficient Gaussian Process Classification Using Polya-Gamma Data Augmentation. CoRR (2018)
Florian Wenzel, Théo Galy-Fajou, Matthäus Deutsch, Marius Kloft
Bayesian Nonlinear Support Vector Machines for Big Data. CoRR (2017)
Florian Wenzel, Théo Galy-Fajou, Matthäus Deutsch, Marius Kloft
Bayesian Nonlinear Support Vector Machines for Big Data. ECML/PKDD (1) (2017)