Eliciting user preferences for personalized multi-objective decision making through comparative feedback

H Shao, L Cohen, A Blum, Y Mansour… - Advances in …, 2024 - proceedings.neurips.cc
In this work, we propose a multi-objective decision making framework that accommodates
different user preferences over objectives, where preferences are learned via policy …

Trustworthy Machine Learning under Social and Adversarial Data Sources

H Shao - arXiv preprint arXiv:2408.01596, 2024 - arxiv.org
Machine learning has witnessed remarkable breakthroughs in recent years. As machine
learning permeates various aspects of daily life, individuals and organizations increasingly …