2 papers
cs.IR2022
Debiasing Neural Retrieval via In-batch Balancing Regularization
Yuantong Li, Xiaokai Wei, Zijian Wang +4
People frequently interact with information retrieval (IR) systems, however, IR models exhibit biases and discrimination towards various demographics. The in-processing fair rankin…
stat.ML2020
A Non-Iterative Quantile Change Detection Method in Mixture Model with Heavy-Tailed Components
Yuantong Li, Qi Ma, Sujit K. Ghosh
Estimating parameters of mixture model has wide applications ranging from classification problems to estimating of complex distributions. Most of the current literature on estimati…