Uncovering Bias in Personal Informatics

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Uncovering Bias in Personal Informatics

27 March 2023

Sofia Yfantidou

Pavlos Sermpezis

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Papers citing "Uncovering Bias in Personal Informatics"

11 / 11 papers shown

Title
UBIWEAR: An end-to-end, data-driven framework for intelligent physical activity prediction to empower mHealth interventions Asterios Bampakis Sofia Yfantidou Athena Vakali 21 1 0 30 Dec 2022
A Clarification of the Nuances in the Fairness Metrics Landscape Alessandro Castelnovo Riccardo Crupi Greta Greco D. Regoli Ilaria Giuseppina Penco A. Cosentini FaML 53 189 0 01 Jun 2021
Self-supervised transfer learning of physiological representations from free-living wearable data Dimitris Spathis I. Perez-Pozuelo S. Brage N. Wareham Cecilia Mascolo 56 42 0 18 Nov 2020
Hurtful Words: Quantifying Biases in Clinical Contextual Word Embeddings H. Zhang Amy X. Lu Mohamed Abdalla Matthew B. A. McDermott Marzyeh Ghassemi 64 175 0 11 Mar 2020
This Thing Called Fairness: Disciplinary Confusion Realizing a Value in Technology D. Mulligan Joshua A. Kroll Nitin Kohli Richmond Y. Wong 85 71 0 26 Sep 2019
Differential Privacy Has Disparate Impact on Model Accuracy Eugene Bagdasaryan Vitaly Shmatikov 149 480 0 28 May 2019
Aequitas: A Bias and Fairness Audit Toolkit Pedro Saleiro Benedict Kuester Loren Hinkson J. London Abby Stevens Ari Anisfeld Kit T. Rodolfa Rayid Ghani 112 327 0 14 Nov 2018
AI Fairness 360: An Extensible Toolkit for Detecting, Understanding, and Mitigating Unwanted Algorithmic Bias Rachel K. E. Bellamy Kuntal Dey Michael Hind Samuel C. Hoffman Stephanie Houde ... Diptikalyan Saha P. Sattigeri Moninder Singh Kush R. Varshney Yunfeng Zhang FaML SyDa 101 810 0 03 Oct 2018
Multi-task Neural Networks for Personalized Pain Recognition from Physiological Signals D. Martinez Rosalind W. Picard 48 92 0 17 Aug 2017
Multitask learning and benchmarking with clinical time series data Hrayr Harutyunyan Hrant Khachatrian David C. Kale Greg Ver Steeg Aram Galstyan OOD AI4TS 191 881 0 22 Mar 2017
Counterfactual Fairness Matt J. Kusner Joshua R. Loftus Chris Russell Ricardo M. A. Silva FaML 224 1,586 0 20 Mar 2017