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Jose M Pena is a Senior Associate Professor at Linköping University, where he leads a research unit focused on machine learning, artificial intelligence, and statistics. His academic interests center around learning, reasoning, and probabilistic graphical models, including Bayesian networks, Markov networks, and chain graphs. Through his research, José aims to advance the understanding of complex data structures and their applications in various fields, enhancing the performance of machine learning systems and exploring innovative solutions to statistical challenges. With a strong background in both theoretical and practical aspects of machine learning, he has contributed to numerous publications that delve into these subjects, providing insights that bridge algorithmic development and real-world applicability.
Requirements are standardized across the Faculty of Science and Engineering (Institute of Technology) for international Master's programs.