Search Results for author: Haoting Zhang

Found 4 papers, 1 papers with code

Daily Physical Activity Monitoring -- Adaptive Learning from Multi-source Motion Sensor Data

no code implementations26 May 2024 Haoting Zhang, Donglin Zhan, Yunduan Lin, Jinghai He, Qing Zhu, Zuo-Jun Max Shen, Zeyu Zheng

In healthcare applications, there is a growing need to develop machine learning models that use data from a single source, such as that from a wrist wearable device, to monitor physical activities, assess health risks, and provide immediate health recommendations or interventions.

Language Model Prompt Selection via Simulation Optimization

no code implementations12 Apr 2024 Haoting Zhang, Jinghai He, Rhonda Righter, Zeyu Zheng

We propose sequentially selecting the prompt for evaluation based on this constructed surrogate model.

Language Modelling

Adaptive Transfer Learning of Multi-View Time Series Classification

no code implementations14 Oct 2019 Donglin Zhan, Shiyu Yi, Dongli Xu, Xiao Yu, Denglin Jiang, Siqi Yu, Haoting Zhang, Wenfang Shangguan, Weihua Zhang

In this paper, we first proposed a general adaptive transfer learning framework for multi-view time series data, which shows strong ability in storing inter-view importance value in the process of knowledge transfer.

Classification Density Estimation +5

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