Identifying Bias in AI using Simulation

30 September 2018

Papers citing "Identifying Bias in AI using Simulation"

7 / 7 papers shown

Title
SCAMPS: Synthetics for Camera Measurement of Physiological Signals Daniel J. McDuff Miah Wander Xin Liu B. Hill Javier Hernández Jonathan Lester T. Baltrušaitis 42 39 0 08 Jun 2022
Causal effect of racial bias in data and machine learning algorithms on user persuasiveness & discriminatory decision making: An Empirical Study Kinshuk Sengupta Praveen Ranjan Srivastava 41 6 0 22 Jan 2022
Latent Space Smoothing for Individually Fair Representations Momchil Peychev Anian Ruoss Mislav Balunović Maximilian Baader Martin Vechev FaML 38 19 0 26 Nov 2021
Synthetic Data for Multi-Parameter Camera-Based Physiological Sensing Daniel J. McDuff Xin Liu Javier Hernández Erroll Wood T. Baltrušaitis 35 15 0 10 Oct 2021
Advances in Deep Space Exploration via Simulators & Deep Learning James Bird Linda R. Petzold P. Lubin Dulia Deacon 16 15 0 10 Feb 2020
Image Counterfactual Sensitivity Analysis for Detecting Unintended Bias Emily L. Denton B. Hutchinson Margaret Mitchell Timnit Gebru Andrew Zaldivar CVBM 27 130 0 14 Jun 2019
Characterizing Bias in Classifiers using Generative Models Daniel J. McDuff Shuang Ma Yale Song Ashish Kapoor 31 47 0 30 May 2019