On the meaning of uncertainty for ethical AI: philosophy and practice

11 September 2023

Papers citing "On the meaning of uncertainty for ethical AI: philosophy and practice"

8 / 8 papers shown

Title
Uncertainty-aware deep learning methods for robust diabetic retinopathy classification J. Jaskari J. Sahlsten Theodoros Damoulas Jeremias Knoblauch Simo Särkkä L. Kärkkäinen K. Hietala K. Kaski BDL UQCV 53 28 0 22 Jan 2022
Robust Generalised Bayesian Inference for Intractable Likelihoods Takuo Matsubara Jeremias Knoblauch François‐Xavier Briol Chris J. Oates UQCV 60 79 0 15 Apr 2021
Predictive Complexity Priors Eric T. Nalisnick Jonathan Gordon José Miguel Hernández-Lobato BDL UQCV 51 19 0 18 Jun 2020
Principles of Bayesian Inference using General Divergence Criteria Jack Jewson Jim Q. Smith Chris Holmes 59 88 0 26 Feb 2018
Doubly Stochastic Variational Inference for Deep Gaussian Processes Hugh Salimbeni M. Deisenroth BDL GP 91 422 0 24 May 2017
Using stacking to average Bayesian predictive distributions Yuling Yao Aki Vehtari Daniel P. Simpson Andrew Gelman 105 341 0 06 Apr 2017
A General Framework for Updating Belief Distributions Pier Giovanni Bissiri Chris Holmes S. Walker 231 479 0 27 Jun 2013
Deep Gaussian Processes Andreas C. Damianou Neil D. Lawrence GP BDL 149 1,184 0 02 Nov 2012