Machine Learning from a Pure Mathematician's Viewpoint | Roberto Rubio (UAB) скачать в хорошем качестве

Machine Learning from a Pure Mathematician's Viewpoint | Roberto Rubio (UAB)

Machine Learning from a Pure Mathematician's Viewpoint Speaker: Roberto Rubio, Universitat Autònoma de Barcelona Abstract: This talk is a personal account of how an outsider mathematician may want to think about some key concepts and ideas in machine learning. Professor Rubio offers a unique perspective on machine learning from the standpoint of pure mathematics, bridging the gap between abstract mathematical structures and practical machine learning algorithms. About the workshop: This talk was presented at "Mathematical Foundations of Machine Learning: PDEs, Probability, and Dynamics," held at the Centre de Recerca Matemàtica (CRM) in Barcelona, January 7-9, 2026. About the speaker: Roberto Rubio is a researcher at Universitat Autònoma de Barcelona working in pure mathematics with interests in the mathematical foundations of machine learning. More information: https://www.crm.cat/mathematical-foun... #MachineLearning #Mathematics #AI #DeepLearning #NeuralNetworks #TheoreticalML #DataScience #AppliedMathematics #Research #AcademicTalk #CRM #Barcelona #MathematicalFoundations #ArtificialIntelligence