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S. Shyn

4 papers hereh-index 5127 citations7 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author1
  • middle author3

Across the 4 of 4 papers where every author was matched, so the position is known.

fields
  • cs.LG3
  • cs.CV1

identity via Semantic Scholar / OpenAlex

activity
20212026
most citedFedCCEA : A Practical Approach of Client Contribution Evaluation for Federated Learning

12 citations · 14 across the 4 of their papers we have counts for

collaborators
Showing 2021Show all

2 papers · 1 filter

cs.LG2021★ 1 cited

A Daily Tourism Demand Prediction Framework Based on Multi-head Attention CNN: The Case of The Foreign Entrant in South Korea

Dong-Keon Kim, Sung Kuk Shyn, Donghee Kim +2

Developing an accurate tourism forecasting model is essential for making desirable policy decisions for tourism management. Early studies on tourism management focus on discovering…

cs.LG2021★ 12 cited

FedCCEA : A Practical Approach of Client Contribution Evaluation for Federated Learning

Sung Kuk Shyn, Donghee Kim, Kwangsu Kim

Client contribution evaluation, also known as data valuation, is a crucial approach in federated learning(FL) for client selection and incentive allocation. However, due to restric…

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