Shi, Pengyi

5 publications

AISTATS 2024 Achieving Fairness Through Separability: A Unified Framework for Fair Representation Learning Taeuk Jang, Hongchang Gao, Pengyi Shi, Xiaoqian Wang

AAAI 2024 Combining Machine Learning and Queueing Theory for Data-Driven Incarceration-Diversion Program Management Bingxuan Li, Antonio Castellanos, Pengyi Shi, Amy R. Ward

AAAI 2024 Cumulative Difference Learning VAE for Time-Series with Temporally Correlated Inflow-Outflow Tianchun Li, Chengxiang Wu, Pengyi Shi, Xiaoqian Wang

AAAI 2022 Group-Aware Threshold Adaptation for Fair Classification Taeuk Jang, Pengyi Shi, Xiaoqian Wang

NeurIPS 2021 An Efficient Pessimistic-Optimistic Algorithm for Stochastic Linear Bandits with General Constraints Xin Liu, Bin Li, Pengyi Shi, Lei Ying