Search Results for author: Jin Yao

Found 4 papers, 2 papers with code

TrajDeleter: Enabling Trajectory Forgetting in Offline Reinforcement Learning Agents

no code implementations18 Apr 2024 Chen Gong, Kecen Li, Jin Yao, Tianhao Wang

While this new paradigm presents remarkable effectiveness across various real-world domains, like healthcare and energy management, there is a growing demand to enable agents to rapidly and completely eliminate the influence of specific trajectories from both the training dataset and the trained agents.

energy management Offline RL +2

Machine Unlearning of Pre-trained Large Language Models

1 code implementation23 Feb 2024 Jin Yao, Eli Chien, Minxin Du, Xinyao Niu, Tianhao Wang, Zezhou Cheng, Xiang Yue

This study investigates the concept of the `right to be forgotten' within the context of large language models (LLMs).

Machine Unlearning

How Does Risk Hedging Impact Operations? Insights from a Price-Setting Newsvendor Model

no code implementations4 Jan 2022 Liao Wang, Jin Yao, Xiaowei Zhang

With the same condition on the target mean return}, hedging also reduces the optimal VPQ when the asset price trend positively impacts product demand; meanwhile, it may increase the VPQ by a small margin when the impact is negative.

Weakly Supervised Lesion Localization With Probabilistic-CAM Pooling

1 code implementation29 May 2020 Wenwu Ye, Jin Yao, Hui Xue, Yi Li

Localizing thoracic diseases on chest X-ray plays a critical role in clinical practices such as diagnosis and treatment planning.

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