Search Results for author: Sung-Ju Lee

Found 2 papers, 0 papers with code

Sample Selection with Deadline Control for Efficient Federated Learning on Heterogeneous Clients

no code implementations5 Jan 2022 Jaemin Shin, Yuanchun Li, Yunxin Liu, Sung-Ju Lee

Federated Learning (FL) trains a machine learning model on distributed clients without exposing individual data.

Federated Learning

DAPPER: Performance Estimation of Domain Adaptation in Mobile Sensing

no code implementations22 Nov 2021 Taesik Gong, Yewon Kim, Adiba Orzikulova, Yunxin Liu, Sung Ju Hwang, Jinwoo Shin, Sung-Ju Lee

We present DAPPER (Domain AdaPtation Performance EstimatoR) that estimates the adaptation performance in a target domain with only unlabeled target data.

Domain Adaptation

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