Visual Auditor: Interactive Visualization for Detection and Summarization of Model Biases

25 June 2022

Papers citing "Visual Auditor: Interactive Visualization for Detection and Summarization of Model Biases"

6 / 6 papers shown

Title
Misty: UI Prototyping Through Interactive Conceptual Blending Yuwen Lu Alan Leung Amanda Swearngin Jeffrey Nichols Titus Barik 26 3 0 20 Sep 2024
My Model is Unfair, Do People Even Care? Visual Design Affects Trust and Perceived Bias in Machine Learning Aimen Gaba Zhanna Kaufman Jason Chueng Marie Shvakel Kyle Wm. Hall Yuriy Brun Cindy Xiong Bearfield 27 14 0 07 Aug 2023
Angler: Helping Machine Translation Practitioners Prioritize Model Improvements Samantha Robertson Zijie J. Wang Dominik Moritz Mary Beth Kery Fred Hohman 32 15 0 12 Apr 2023
NOVA: A Practical Method for Creating Notebook-Ready Visual Analytics Zijie J. Wang David Munechika Seongmin Lee Duen Horng Chau GNN 33 10 0 08 May 2022
A Survey on Bias and Fairness in Machine Learning Ninareh Mehrabi Fred Morstatter N. Saxena Kristina Lerman Aram Galstyan SyDa FaML 323 4,212 0 23 Aug 2019
Fair prediction with disparate impact: A study of bias in recidivism prediction instruments Alexandra Chouldechova FaML 207 2,082 0 24 Oct 2016