Conformal Prediction for Manifold-based Source Localization with Gaussian Processes

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Conformal Prediction for Manifold-based Source Localization with Gaussian Processes

18 September 2024

Vadim Rozenfeld

Bracha Laufer Goldshtein

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Papers citing "Conformal Prediction for Manifold-based Source Localization with Gaussian Processes"

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Title
Guaranteed Coverage Prediction Intervals with Gaussian Process Regression Harris Papadopoulos 89 14 0 24 Oct 2023
A Survey of Sound Source Localization with Deep Learning Methods Pierre-Amaury Grumiaux Srdjan Kitić Laurent Girin Alexandre Guérin 59 253 0 08 Sep 2021
Achieving Robustness to Aleatoric Uncertainty with Heteroscedastic Bayesian Optimisation Ryan-Rhys Griffiths Alexander A. Aldrick Miguel García-Ortegón Vidhi R. Lalchand A. Lee 70 35 0 17 Oct 2019
GPyTorch: Blackbox Matrix-Matrix Gaussian Process Inference with GPU Acceleration Jacob R. Gardner Geoff Pleiss D. Bindel Kilian Q. Weinberger A. Wilson GP 136 1,100 0 28 Sep 2018
Semi-Supervised Source Localization on Multiple-Manifolds with Distributed Microphones Bracha Laufer-Goldshtein Ronen Talmon Sharon Gannot 56 42 0 15 Oct 2016
Heteroscedastic Treed Bayesian Optimisation Yannis Assael Ziyun Wang Bobak Shahriari Nando de Freitas 57 48 0 27 Oct 2014
Regression Conformal Prediction with Nearest Neighbours Harris Papadopoulos V. Vovk A. Gammerman 323 185 0 16 Jan 2014