Fair Streaming Principal Component Analysis: Statistical and Algorithmic Viewpoint

28 October 2023

Papers citing "Fair Streaming Principal Component Analysis: Statistical and Algorithmic Viewpoint"

6 / 6 papers shown

Title
Hidden Convexity of Fair PCA and Fast Solver via Eigenvalue Optimization Junhui Shen Aaron J. Davis Ding Lu Z. Bai 32 1 0 01 Mar 2025
Black-Box $k$ -to- $1$ -PCA Reductions: Theory and Applications A. Jambulapati Syamantak Kumar Jerry Li Shourya Pandey Ankit Pensia Kevin Tian 21 2 0 06 Mar 2024
Streaming PCA for Markovian Data Syamantak Kumar Purnamrita Sarkar 29 6 0 03 May 2023
Scalable Spectral Clustering with Group Fairness Constraints Ji Wang Ding Lu Ian Davidson Z. Bai 51 16 0 28 Oct 2022
Linear Adversarial Concept Erasure Shauli Ravfogel Michael Twiton Yoav Goldberg Ryan Cotterell KELM 71 56 0 28 Jan 2022
A Survey on Bias and Fairness in Machine Learning Ninareh Mehrabi Fred Morstatter N. Saxena Kristina Lerman Aram Galstyan SyDa FaML 294 4,143 0 23 Aug 2019