1 citations · 1 across the 2 of their papers we have counts for
2 papers
cs.LG2023
FITNESS: A Causal De-correlation Approach for Mitigating Bias in Machine Learning Software
Ying Xiao, Shangwen Wang, Sicen Liu +3
Software built on top of machine learning algorithms is becoming increasingly prevalent in a variety of fields, including college admissions, healthcare, insurance, and justice. Th…
cs.DS2014★ 1 cited
Max vs Min: Tensor Decomposition and ICA with nearly Linear Sample Complexity
Santosh S. Vempala, Ying Xiao
We present a simple, general technique for reducing the sample complexity of matrix and tensor decomposition algorithms applied to distributions. We use the technique to give a pol…