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Guido Montúfar is a Professor in the Departments of Mathematics, Statistics, and Data Science at the University of California, Los Angeles (UCLA). His research interests encompass Mathematical Machine Learning, information theory, and the mathematical aspects of deep learning. He has a robust academic background, having held positions at prestigious institutions such as the Max Planck Institute for Mathematics in the Sciences, where he led the Mathematical Machine Learning Group. Over the years, Montúfar has developed a strong publication record, contributing to various conferences and journals within the fields of machine learning and applied mathematics. He has also served as a mentor for numerous PhD students and postdocs, fostering the next generation of researchers in mathematics and statistics. His academic journey is grounded in a solid education, culminating in a doctorate from Leipzig University. Montúfar is engaged in collaborative research, focusing on theoretical foundations that enhance understanding in machine learning and information theory. He actively participates in various academic conferences and initiatives, emphasizing the importance of interdisciplinary collaboration in advancing knowledge in his field.
University of California, Los Angeles • Los Angeles, CA, USA
University of California, Los Angeles • Los Angeles, CA, USA
Max Planck Institute for Mathematics in the Sciences • Leipzig, Germany
University of California, Los Angeles • Los Angeles, CA, USA
Max Planck Institute for Mathematics in the Sciences • Leipzig, Germany
Pennsylvania State University • University Park, PA, USA
Department of Economics admits primarily for the PhD program.