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cs.CY2025
What are the limits to biomedical research acceleration through general-purpose AI?
Konstantin Hebenstreit, Constantin Convalexius, Stephan Reichl +3
Although general-purpose artificial intelligence (GPAI) is widely expected to accelerate scientific discovery, its practical limits in biomedicine remain unclear. We assess this po…
cs.LG2025
Energy Optimized Piecewise Polynomial Approximation Utilizing Modern Machine Learning Optimizers
Hannes Waclawek, Stefan Huber
This work explores an extension of machine learning-optimized piecewise polynomial approximation by incorporating energy optimization as an additional objective. Traditional closed…