Monotonic Gaussian Process Flow

Monotonic Gaussian Process Flow

30 May 2019

Ivan Ustyuzhaninov

Ieva Kazlauskaite

Neill D. F. Campbell

Papers citing "Monotonic Gaussian Process Flow"

7 / 7 papers shown

Title
Ice Core Dating using Probabilistic Programming Aditya Ravuri Tom R. Andersson Ieva Kazlauskaite Will Tebbutt Richard Turner J. S. Hosking Neil D. Lawrence Markus Kaiser 15 0 0 29 Oct 2022
Monotonic Gaussian process for physics-constrained machine learning with materials science applications Anh Tran Kathryn A. Maupin T. Rodgers PINN AI4CE 21 6 0 31 Aug 2022
Conditional Deep Gaussian Processes: empirical Bayes hyperdata learning Chi-Ken Lu Patrick Shafto BDL 27 4 0 01 Oct 2021
Variational multiple shooting for Bayesian ODEs with Gaussian processes Pashupati Hegde Çağatay Yıldız Harri Lähdesmäki Samuel Kaski Markus Heinonen 30 16 0 21 Jun 2021
Neuro-symbolic Neurodegenerative Disease Modeling as Probabilistic Programmed Deep Kernels Alexander Lavin BDL MedIm 22 9 0 16 Sep 2020
All your loss are belong to Bayes Christian J. Walder Richard Nock 16 5 0 08 Jun 2020
Compositional uncertainty in deep Gaussian processes Ivan Ustyuzhaninov Ieva Kazlauskaite Markus Kaiser Erik Bodin Neill D. F. Campbell Carl Henrik Ek UQCV 33 22 0 17 Sep 2019