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Author

A. Schmeink

3 papers indexed here

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2026

Feature-Sensitivity-Aware Quantization and Joint Multi-Streaming Design for Latency-Constrained Multi-Task Semantic Communications

Semantic communications have emerged as promising solutions for improving efficiency by transmitting relevant semantics instead of raw bits. However, for latency-critical applications, the stringent low-latency requirements pose significant challenges for semantics transfer, especially in cases with diverse user demand...

Huanyu Zhang, Yu-Lin Hu, Xiao-Peng Yuan et al. · 0 citations
#machine learning Preprint Sep 2026

Concurrent Split Learning Through Stable Client Clustering

Measurements characterize a trade-off among execution concurrency, assignment information, participation, and accuracy for stable-client split learning for stable-client split learning.

Mohammad Kohankhaki, Valentin Rentschler, A. Schmeink · 0 citations

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