La nueva IA de Bar-Ilan ayuda a tomar decisiones informadas
Published date | 18 April 2024 |
Author | JUDY SIEGEL-ITZKOVICH |
Publication title | Jerusalem Post, The: Web Edition Articles (Israel) |
Descrito por sus autores como un "hitó en IA", aborda una pregunta fundamental: ¿Pueden las arquitecturas de aprendizaje profundo lograr una confianza muy por encima del promedio para una parte significativa de las entradas mientras mantienen una confianza promedio general?
Los hallazgos del estudio proporcionan un rotundo "¡sí!" a esta pregunta, marcando un avance significativo en la capacidad de la IA para discernir y responder a diferentes niveles de confianza en tareas de clasificación. Al aprovechar los conocimientos sobre los niveles de confianza de las arquitecturas profundas, el equipo de investigación ha abierto nuevas vías para aplicaciones del mundo real, que van desde vehículos autónomos hasta atención médica.
El alcance de la IA y cómo puede beneficiar al mundo de la tecnología
El estudio acaba de ser publicado bajo el título "Métodos avanzados de confianza en el aprendizaje profundo" en la revista Physics A por un equipo liderado por el Prof. Ido Kanter del departamento de física de BIU y el Centro de Investigación Cerebral Multidisciplinario Gonda (Goldschmied).
Ella Koresh, estudiante de pregrado y colaboradora en la investigación...
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