Nathaniel Kang

According to our database, Nathaniel Kang authored at least 5 papers between 2024 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2026

Generalized additive models for mixed-data regression using informal data.

Nathaniel Kang, Hyun Hak Kim, Jongho Im

Appl. Soft Comput., 2026

2025

Online News-Based Economic Sentiment Index.

Nathaniel Kang, Dongeun Min, Yonghun Cho, Dong-Whan Ko, Hyun Hak Kim, Joon Yeon Choeh, Jongho Im

IEEE Trans. Big Data, June, 2025

Optimizing Federated Learning: Addressing Key Challenges in Real-World Applications.

Nathaniel Kang, Yugyeong Lim, Jongho Im

IEEE Internet Things J., June, 2025

Re-Sampling Calibrated SNN Loss: A Robust Approach to Non-IID Data in Federated Learning.

Nathaniel Kang, Jongho Im

Expert Syst. J. Knowl. Eng., 2025

2024

Overcoming Data Imbalance in Federated Learning with Calibration Weighting.

Nathaniel Kang, Yugyeong Lim, Jongho Im

Proceedings of the IEEE International Conference on Big Data, 2024