Measuring Model Biases in the Absence of Ground Truth

5 March 2021

Papers citing "Measuring Model Biases in the Absence of Ground Truth"

8 / 8 papers shown

Title
Scaling Vision Transformers to 22 Billion Parameters Mostafa Dehghani Josip Djolonga Basil Mustafa Piotr Padlewski Jonathan Heek ... Mario Luvcić Xiaohua Zhai Daniel Keysers Jeremiah Harmsen N. Houlsby MLLM 61 569 0 10 Feb 2023
The Undesirable Dependence on Frequency of Gender Bias Metrics Based on Word Embeddings Francisco Valentini Germán Rosati D. Slezak Edgar Altszyler FaML 6 8 0 02 Jan 2023
BERTIN: Efficient Pre-Training of a Spanish Language Model using Perplexity Sampling Javier de la Rosa E. G. Ponferrada Paulo Villegas Pablo González de Prado Salas Manu Romero María Grandury 30 95 0 14 Jul 2022
Photorealistic Text-to-Image Diffusion Models with Deep Language Understanding Chitwan Saharia William Chan Saurabh Saxena Lala Li Jay Whang ... Raphael Gontijo-Lopes Tim Salimans Jonathan Ho David J Fleet Mohammad Norouzi VLM 55 5,774 0 23 May 2022
The Equity Framework: Fairness Beyond Equalized Predictive Outcomes Keziah Naggita J. C. Aguma FaML 20 3 0 18 Apr 2022
Handling Bias in Toxic Speech Detection: A Survey Tanmay Garg Sarah Masud Tharun Suresh Tanmoy Chakraborty 9 89 0 26 Jan 2022
On the Interpretability and Significance of Bias Metrics in Texts: a PMI-based Approach Francisco Valentini Germán Rosati Damián E. Blasi D. Slezak Edgar Altszyler 14 3 0 13 Apr 2021
Fair prediction with disparate impact: A study of bias in recidivism prediction instruments Alexandra Chouldechova FaML 207 2,082 0 24 Oct 2016