Towards Equity and Algorithmic Fairness in Student Grade Prediction

14 May 2021

Papers citing "Towards Equity and Algorithmic Fairness in Student Grade Prediction"

16 / 16 papers shown

Title
Algorithmic Fairness in Education René F. Kizilcec Hansol Lee FaML 67 125 0 10 Jul 2020
Algorithmic Fairness Dana Pessach E. Shmueli FaML 72 393 0 21 Jan 2020
Algorithmic Fairness from a Non-ideal Perspective S. Fazelpour Zachary Chase Lipton FaML 55 101 0 08 Jan 2020
AI and Holistic Review: Informing Human Reading in College Admissions AJ Alvero Noah Arthurs A. Antonio B. Domingue Ben Gebre-Medhin Sonia Giebel M. Stevens 37 36 0 17 Dec 2019
Fairness in Deep Learning: A Computational Perspective Mengnan Du Fan Yang Na Zou Helen Zhou FaML FedML 51 233 0 23 Aug 2019
Putting Fairness Principles into Practice: Challenges, Metrics, and Improvements Alex Beutel Jilin Chen Tulsee Doshi Hai Qian Allison Woodruff Christine Luu Pierre Kreitmann Jonathan Bischof Ed H. Chi FaML 91 151 0 14 Jan 2019
Goal-based Course Recommendation Weijie Jiang Z. Pardos Q. Wei 52 106 0 25 Dec 2018
Achieving Fairness through Adversarial Learning: an Application to Recidivism Prediction C. Wadsworth Francesca Vera Chris Piech FaML 75 180 0 30 Jun 2018
Examining Gender and Race Bias in Two Hundred Sentiment Analysis Systems S. Kiritchenko Saif M. Mohammad FaML 86 440 0 11 May 2018
Connectionist Recommendation in the Wild: On the utility and scrutability of neural networks for personalized course guidance Z. Pardos Zihao Fan Weijie Jiang HAI 43 75 0 26 Mar 2018
Learning Adversarially Fair and Transferable Representations David Madras Elliot Creager T. Pitassi R. Zemel FaML 382 684 0 17 Feb 2018
Mitigating Unwanted Biases with Adversarial Learning B. Zhang Blake Lemoine Margaret Mitchell FaML 199 1,390 0 22 Jan 2018
On Formalizing Fairness in Prediction with Machine Learning Pratik Gajane Mykola Pechenizkiy FaML 162 213 0 09 Oct 2017
Data Decisions and Theoretical Implications when Adversarially Learning Fair Representations Alex Beutel Jilin Chen Zhe Zhao Ed H. Chi FaML 107 442 0 01 Jul 2017
Equality of Opportunity in Supervised Learning Moritz Hardt Eric Price Nathan Srebro FaML 233 4,330 0 07 Oct 2016
Inherent Trade-Offs in the Fair Determination of Risk Scores Jon M. Kleinberg S. Mullainathan Manish Raghavan FaML 122 1,775 0 19 Sep 2016