Search Results for author: Feiran Jia

Found 4 papers, 3 papers with code

An Empirical Study on Challenging Math Problem Solving with GPT-4

1 code implementation2 Jun 2023 Yiran Wu, Feiran Jia, Shaokun Zhang, Hangyu Li, Erkang Zhu, Yue Wang, Yin Tat Lee, Richard Peng, Qingyun Wu, Chi Wang

Employing Large Language Models (LLMs) to address mathematical problems is an intriguing research endeavor, considering the abundance of math problems expressed in natural language across numerous science and engineering fields.

Elementary Mathematics Math

Uncovering Adversarial Risks of Test-Time Adaptation

no code implementations29 Jan 2023 Tong Wu, Feiran Jia, Xiangyu Qi, Jiachen T. Wang, Vikash Sehwag, Saeed Mahloujifar, Prateek Mittal

Recently, test-time adaptation (TTA) has been proposed as a promising solution for addressing distribution shifts.

Test-time Adaptation

RoCourseNet: Distributionally Robust Training of a Prediction Aware Recourse Model

1 code implementation1 Jun 2022 Hangzhi Guo, Feiran Jia, Jinghui Chen, Anna Squicciarini, Amulya Yadav

To address this problem, we propose RoCourseNet, a training framework that jointly optimizes predictions and recourses that are robust to future data shifts.

counterfactual

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