Speaker: Elias Boudjella. Abstract: This presentation brings together intentionally distinct topics spanning computational biology and experimental systems. We first explore DNA-based cryptography through the use of a one-time pad, leveraging synthetic DNA as a medium for secure information storage and… Read More
Machine Learning for Hematological Data Modeling in Platelet-Rich Plasma
Speaker: Pedro Martí Picó Abstract: This presentation shares research results regarding the use of machine learning models for modeling Platelet-Rich Plasma data, conducted within the framework of the UAM-BioSmartData Chair.
Benchmarking Automatic Speech Recognition Tools for a Set of Languages
Speaker: William Fernando López Gavilánez. Abstract: Automatic speech recognition has advanced rapidly in recent years, yet fine-grained evaluation for Iberian languages remains limited. In this work, we benchmark several open-weights speech-to-text models across multiple Iberian languages (Basque, Catalan, Galician, Portuguese,… Read More
Kolmogorov-Arnold Networks (KANs)
Speaker: Doroteo Torre-Toledano. Abstract: The Kolmogorov-Arnold Representation Theorem, KART (1957-58), establishes that any multidimensional function can be expressed in terms of a finite set of binary additions and unidimensional functions. In practice this means that the only real multidimensional function… Read More