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cs.LG2026
Fiaingen: A financial time series generative method matching real-world data quality
Jože M. Rožanec, Tina Žezlin, Laurentiu Vasiliu +3
Data is vital in enabling machine learning models to advance research and practical applications in finance, where accurate and robust models are essential for investment and tradi…
cs.LG2026
ELLMPEG: An Edge-based Agentic LLM Video Processing Tool
Zoha Azimi, Reza Farahani, Radu Prodan +1
Large language models (LLMs), the foundation of generative AI systems like ChatGPT, are transforming many fields and applications, including multimedia, enabling more advanced cont…
cs.LG2025
Osmotic Learning: A Self-Supervised Paradigm for Decentralized Contextual Data Representation
Mario Colosi, Reza Farahani, Maria Fazio +2
Data within a specific context gains deeper significance beyond its isolated interpretation. In distributed systems, interdependent data sources reveal hidden relationships and lat…