Samsung Electronics Co., Ltd.

Snu Rdb Foundation

Chris Dongjoo Kim

Seungju Han

Gunhee Kim

Seonmin Rhee

Jinseo Jeong

A reservoir management method includes: in response to receiving input data to which label information is mapped, determining whether to add the input data to a reservoir based on a sampling probability; in response to determining to add the input data to the reservoir when the reservoir is filled, selecting candidate data to be removed from among sets of sample data included in the reservoir based on a target label distribution and a current label distribution of the reservoir, and removing the selected candidate data from the reservoir; and training a neural network model using sample data of the reservoir from which the selected candidate data is removed.

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Seoul, South Korea

Chris Dongjoo Kim