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Showing 2026 · cs.LGShow all
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cs.LG2026★ 5 cited
Multi-Level Analyzation of Imbalance to Resolve Non-IID-Ness in Federated Learning
Haengbok Chung, Jae Sung Lee
Class imbalance is a common problem in deep learning that severely degrades performance. In federated learning (FL), it is a critical factor contributing to non-identically distrib…
cs.LG2026
TFT-ACB-XML: Decision-Level Integration of Customized Temporal Fusion Transformer and Attention-BiLSTM with XGBoost Meta-Learner for BTC Price Forecasting
Raiz Ud Din, Saddam Hussain Khan
Accurate forecasting of Bitcoin (BTC) has always been a challenge because decentralized markets are non-linear, highly volatile, and have temporal irregularities. Existing deep lea…