16 citations · 23 across the 7 of their papers we have counts for
Showing 2020Show all
3 papers · 1 filter
cs.CL2020★ 2 cited
Exploring Text Specific and Blackbox Fairness Algorithms in Multimodal Clinical NLP
John Chen, Ian Berlot-Attwell, Safwan Hossain +2
Clinical machine learning is increasingly multimodal, collected in both structured tabular formats and unstructured forms such as freetext. We propose a novel task of exploring fai…
cs.GT2020
The Effect of Strategic Noise in Linear Regression
Safwan Hossain, Nisarg Shah
We build on an emerging line of work which studies strategic manipulations in training data provided to machine learning algorithms. Specifically, we focus on the ubiquitous task o…
cs.GT2020★ 16 cited
Fair Algorithms for Multi-Agent Multi-Armed Bandits
Safwan Hossain, Evi Micha, Nisarg Shah
We propose a multi-agent variant of the classical multi-armed bandit problem, in which there are agents and arms, and pulling an arm generates a (possibly different) stocha…