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cs.LG2025
STaRFormer: Semi-Supervised Task-Informed Representation Learning via Dynamic Attention-Based Regional Masking for Sequential Data
Maximilian Forstenhäusler, Daniel Külzer, Christos Anagnostopoulos +2
Understanding user intent is essential for situational and context-aware decision-making. Motivated by a real-world scenario, this work addresses intent predictions of smart device…
cs.LG2023
FedDIP: Federated Learning with Extreme Dynamic Pruning and Incremental Regularization
Qianyu Long, Christos Anagnostopoulos, Shameem Puthiya Parambath +1
Federated Learning (FL) has been successfully adopted for distributed training and inference of large-scale Deep Neural Networks (DNNs). However, DNNs are characterized by an extre…