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專利授權區

專利授權區
專利名稱(英)	METHOD, DEVICE AND NON-TRANSITORY COMPUTER READABLE MEDIUM FOR TRAINING MACHINE LEARNING MODELS
專利家族	中華民國：I860054 美國：2025-0069590(公開號)
專利權人	國立清華大學 100.00%
發明人	李祈均,吳亞澤
技術領域	通信傳輸,資訊工程,電子電機

專利摘要(英)
A method for training a machine learning model is provided. In this method, samples are drawn from a first training set according to multiple weights for training the machine learning model in a first epoch. The first training set includes multiple levels corresponding to the multiple weights. After the first epoch, the machine learning model is evaluated using a validation set for multiple first performances at the multiple levels. Additionally, the weight that corresponds to each level is updated based on the first performances, and samples are redrawn from the first training set according to the updated weights for training the machine learning model in a second epoch that follows the first epoch. Moreover, an electronic device and a non-transitory computer-readable medium for utilizing the above method are also provided.

專利摘要(英)

A method for training a machine learning model is provided. In this method, samples are drawn from a first training set according to multiple weights for training the machine learning model in a first epoch. The first training set includes multiple levels corresponding to the multiple weights. After the first epoch, the machine learning model is evaluated using a validation set for multiple first performances at the multiple levels. Additionally, the weight that corresponds to each level is updated based on the first performances, and samples are redrawn from the first training set according to the updated weights for training the machine learning model in a second epoch that follows the first epoch. Moreover, an electronic device and a non-transitory computer-readable medium for utilizing the above method are also provided.

聯絡資訊
承辦人姓名	李曉琪
承辦人電話	03-5715131 #31061
承辦人Email	hsiaochi@mx.nthu.edu.tw