Title:
SYSTEMS AND METHODS FOR SELECTING TRAINING OBJECTS
Document Type and Number:
WIPO Patent Application WO/2020/035015
Kind Code:
A1
Abstract:
Methods and systems are described for training a machine learning (ML) model to predict the gain of a target channel of a multi-channel amplifier device. An ML model may be pre-trained using an existing set of training objects. The trained ML model then can be utilized to suggest further useful training objects to be labelled that will improve the performance of the ML model by predicting more accurate target channel gains given the on/off value for the channel inputs.
Inventors:
VAHDAT ALI (CA)
PARTOVI NIA VAHID (CA)
PARTOVI NIA VAHID (CA)
Application Number:
PCT/CN2019/100716
Publication Date:
February 20, 2020
Filing Date:
August 15, 2019
Export Citation:
Assignee:
HUAWEI TECH CO LTD (CN)
International Classes:
H04J14/02
Domestic Patent References:
| WO2016196800A1 | 2016-12-08 |
Foreign References:
| CN106448684A | 2017-02-22 | |||
| US20100172423A1 | 2010-07-08 |
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