11 citations · 11 across the 2 of their papers we have counts for
2 papers
cs.LG2022
Task Selection for AutoML System Evaluation
Jonathan Lorraine, Nihesh Anderson, Chansoo Lee +2
Our goal is to assess if AutoML system changes - i.e., to the search space or hyperparameter optimization - will improve the final model's performance on production tasks. However,…
cs.LG2020★ 11 cited
Distributional Individual Fairness in Clustering
Nihesh Anderson, Suman K. Bera, Syamantak Das +1
In this paper, we initiate the study of fair clustering that ensures distributional similarity among similar individuals. In response to improving fairness in machine learning, rec…