Compositionally-Warped Gaussian Processes

23 June 2019

Papers citing "Compositionally-Warped Gaussian Processes"

19 / 19 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 54 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 56 3 0 26 Jul 2024
Universal Functional Regression with Neural Operator Flows Yaozhong Shi Angela F. Gao Zachary E. Ross Kamyar Azizzadenesheli 37 3 0 03 Apr 2024
Variational Elliptical Processes Maria B˙ankestad Jens Sjölund Jalil Taghia Thomas B. Schon 33 2 0 21 Nov 2023
Deep Transformed Gaussian Processes Francisco Javier Sáez-Maldonado Juan Maroñas Daniel Hernández-Lobato 18 0 0 27 Oct 2023
Towards Efficient Modeling and Inference in Multi-Dimensional Gaussian Process State-Space Models Zhidi Lin Juan Maroñas Ying Li Feng Yin Sergios Theodoridis 24 3 0 03 Sep 2023
Monte Carlo inference for semiparametric Bayesian regression Daniel R. Kowal Bo-Hong Wu 20 1 0 08 Jun 2023
Towards Flexibility and Interpretability of Gaussian Process State-Space Model Zhidi Lin Feng Yin Juan Maroñas 34 7 0 21 Jan 2023
Scalable Bayesian Transformed Gaussian Processes Xinran Zhu Leo Huang Cameron Ibrahim E. Lee D. Bindel 33 1 0 20 Oct 2022
Statistical Deep Learning for Spatial and Spatio-Temporal Data C. Wikle A. Zammit‐Mangion BDL 27 45 0 05 Jun 2022
Efficient Transformed Gaussian Processes for Non-Stationary Dependent Multi-class Classification Juan Maroñas Daniel Hernández-Lobato 22 6 0 30 May 2022
B2EA: An Evolutionary Algorithm Assisted by Two Bayesian Optimization Modules for Neural Architecture Search Hyunghun Cho Jungwook Shin Wonjong Rhee 35 7 0 07 Feb 2022
Recent Advances in Data-Driven Wireless Communication Using Gaussian Processes: A Comprehensive Survey Kai Chen Qinglei Kong Yijue Dai Yue Xu Feng Yin Lexi Xu Shuguang Cui 38 30 0 18 Mar 2021
HEBO Pushing The Limits of Sample-Efficient Hyperparameter Optimisation Alexander I. Cowen-Rivers Wenlong Lyu Rasul Tutunov Zhi Wang Antoine Grosnit ... A. Maraval Hao Jianye Jun Wang Jan Peters H. Ammar 27 74 0 07 Dec 2020
Bayesian Reconstruction of Fourier Pairs Felipe A. Tobar Lerko Araya-Hernández P. Huijse Petar M. Djurić 22 5 0 09 Nov 2020
Transforming Gaussian Processes With Normalizing Flows Juan Maroñas Oliver Hamelijnck Jeremias Knoblauch Theodoros Damoulas 31 34 0 03 Nov 2020
Gaussian process imputation of multiple financial series T. Wolff Alejandro Cuevas Felipe A. Tobar AI4TS 22 8 0 11 Feb 2020
MOGPTK: The Multi-Output Gaussian Process Toolkit T. Wolff Alejandro Cuevas Felipe A. Tobar GP 8 45 0 09 Feb 2020
Transport Gaussian Processes for Regression Gonzalo Rios GP 21 6 0 30 Jan 2020