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Singyuan's Blog
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    Projects

    This page contains the projects I have involved.

    Singyuan Yeh

    Singyuan Yeh

    PhD Student

    • Taiwan
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    MediaTek Research

    1. Optimal Sample Complexity of Kernel Phased Parametric-Q Learning

    Delta Electronics (Wujiang) - Delta Smart Manufacturing R&D Center

    1. Intelligent Process Automation for HSK Pick-and-Place Operations

    National Taiwan University : PhD student

    1. Spectral Convergence of Vector Diffusion Map
    2. Speed Up Alternating Diffusion Maps
    3. Higher Order Synchrosqueezed Chirplet Transforms
    4. Bayesian Shrinkage Estimation for Persistent Diagram

    National Taiwan University x Linkou Chang-Gung Memorial Hospital

    1. Predict Sleep Stages via Multi-Resolution Analysis
    2. Multitaper Higher Order Synchrosqueezed S-Transform for Beta Band

    DataHub

    1. Single Parent Data Analysis
    2. Farm Work Log: Developing RESTful APIs with Java and Spring Boot

    National Taiwan University

    1. Numerical Simulation of Einstein Scalar Field Equations
    2. AI for Medical Image Analysis

    IBM Thomas J. Watson Research Center (New York)

    1. Data Parallelism Acceleration on Speech Recognition and Synthesis Algorithm (TTS algorithm)

    National Chiao Tung University

    1. Spatial Entropy in Plane Corner Coloring
    2. Predict survival of the people on Titanic by ML
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