Achieving Robustness to Aleatoric Uncertainty with Heteroscedastic Bayesian Optimisation

17 October 2019

Papers citing "Achieving Robustness to Aleatoric Uncertainty with Heteroscedastic Bayesian Optimisation"

5 / 5 papers shown

Title
Conformal Prediction for Manifold-based Source Localization with Gaussian Processes Vadim Rozenfeld Bracha Laufer Goldshtein 28 0 0 18 Sep 2024
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
Data-Driven Discovery of Molecular Photoswitches with Multioutput Gaussian Processes Ryan-Rhys Griffiths Jake L. Greenfield Aditya R. Thawani Arian R. Jamasb Henry B. Moss Anthony Bourached Penelope Jones William McCorkindale Alexander A. Aldrick Matthew J. Fuchter Alpha A. Lee 8 13 0 28 Jun 2020
Gryffin: An algorithm for Bayesian optimization of categorical variables informed by expert knowledge Florian Hase Matteo Aldeghi Riley J. Hickman L. Roch Alán Aspuru-Guzik 43 104 0 26 Mar 2020
Compositional ADAM: An Adaptive Compositional Solver Rasul Tutunov Minne Li Alexander I. Cowen-Rivers Jun Wang Haitham Bou-Ammar ODL 49 16 0 10 Feb 2020