Compositionally-Warped Gaussian Processes

23 June 2019

Papers citing "Compositionally-Warped Gaussian Processes"

13 / 13 papers shown

Title
Efficient Transformed Gaussian Process State-Space Models for Non-Stationary High-Dimensional Dynamical Systems Zhidi Lin Ying Li Feng Yin Juan Maroñas Alexandre Thiéry 120 0 0 24 Mar 2025
To which reference class do you belong? Measuring racial fairness of reference classes with normative modeling S. Rutherford T. Wolfers Charlotte J. Fraza Nathaniel G. Harrnet Christian F. Beckmann H. Ruhé A. Marquand CML 82 3 0 26 Jul 2024
Bayesian Nonparametric Spectral Estimation Felipe A. Tobar 43 30 0 06 Sep 2018
Learning non-Gaussian Time Series using the Box-Cox Gaussian Process Gonzalo Rios Felipe A. Tobar GP 38 14 0 19 Mar 2018
Spectral Mixture Kernels for Multi-Output Gaussian Processes Gabriel Parra Felipe A. Tobar 38 79 0 05 Sep 2017
Recovering Latent Signals from a Mixture of Measurements using a Gaussian Process Prior Felipe A. Tobar Gonzalo Rios Tomas Valdivia P. Guerrero 33 5 0 19 Jul 2017
Modular Representation of Layered Neural Networks C. Watanabe Kaoru Hiramatsu K. Kashino AI4TS 64 56 0 01 Mar 2017
Variational Inference with Normalizing Flows Danilo Jimenez Rezende S. Mohamed DRL BDL 313 4,182 0 21 May 2015
Deep Learning in Neural Networks: An Overview Jürgen Schmidhuber HAI 246 16,361 0 30 Apr 2014
Structure Discovery in Nonparametric Regression through Compositional Kernel Search David Duvenaud J. Lloyd Roger C. Grosse J. Tenenbaum Zoubin Ghahramani 91 509 0 20 Feb 2013
Gaussian Process Kernels for Pattern Discovery and Extrapolation A. Wilson Ryan P. Adams GP 70 608 0 18 Feb 2013
Deep Gaussian Processes Andreas C. Damianou Neil D. Lawrence GP BDL 130 1,182 0 02 Nov 2012
Copula Processes A. Wilson Zoubin Ghahramani 181 113 0 07 Jun 2010