Search Results for author: Haosen Ge

Found 3 papers, 1 papers with code

Stochastic Online Conformal Prediction with Semi-Bandit Feedback

no code implementations22 May 2024 Haosen Ge, Hamsa Bastani, Osbert Bastani

We consider the online learning setting, where examples arrive over time, and the goal is to construct prediction sets dynamically.

Rethinking Fairness for Human-AI Collaboration

no code implementations5 Oct 2023 Haosen Ge, Hamsa Bastani, Osbert Bastani

However, we show that it may be infeasible to design algorithmic recommendations that are simultaneously fair in isolation, compliance-robustly fair, and more accurate than the human policy; thus, if our goal is to improve the equity and accuracy of human-AI collaboration, it may not be desirable to enforce traditional fairness constraints.

Fairness

Transformer Encoder for Social Science

1 code implementation17 Aug 2022 Haosen Ge, In Young Park, Xuancheng Qian, Grace Zeng

In this paper, we propose a compact pretrained deep neural network, Transformer Encoder for Social Science (TESS), explicitly designed to tackle text processing tasks in social science research.

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