Invention Publication
- Patent Title: PROVIDING BALANCED TRAINING DATA
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Application No.: US18406374Application Date: 2024-01-08
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Publication No.: US20240242081A1Publication Date: 2024-07-18
- Inventor: Mehrnoosh MONSHIZADEH , Vikramajeet Khatri , Sina Hojjatinia , Chaitanya Aggarwal , Tejas Subramanya
- Applicant: Nokia Solutions and Networks Oy
- Applicant Address: FI Espoo
- Assignee: Nokia Solutions and Networks Oy
- Current Assignee: Nokia Solutions and Networks Oy
- Current Assignee Address: FI Espoo
- Priority: FI 235050 2023.01.18
- Main IPC: G06N3/088
- IPC: G06N3/088 ; G06N3/045

Abstract:
Two competing machine learning based models, a first model for generating synthetic data, and a second model for classifying input data to synthetic data and real data, are trained by training the second model until its accuracy meets a preset rule, and then the first model is trained. After training the first model, training of models is repeated until an end criterium is met.
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