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Guido Montúfar - Research Interests Guido Montúfar - Research Interests

Research Interests

My research interests are:

Deep Learning Theory Mathematical Machine Learning Graphical Models Information Geometry Algebraic Statistics

Publications - Guido Montúfar - Publications Publications - Guido Montúfar - Publications

Guido Montúfar - Publications

Explore the scholarly works of Guido Montúfar. Browse journal articles, contributions in books and conference proceedings, academic theses, or discover the latest…

Publications - Mathematical Machine Learning - Publications Publications - Mathematical Machine Learning - Publications

Mathematical Machine Learning - Publications

Explore the scholarly works of the "Mathematical Machine Learning" group. Browse journal articles, contributions in books and conference proceedings,…

by Type - Mathematical Machine Learning - Publications by Type by Type - Mathematical Machine Learning - Publications by Type

Mathematical Machine Learning - Publications by Type

Explore the scholarly works of the "Mathematical Machine Learning" group. Browse journal articles, contributions in books and conference…

Publications - Learning and Inference - Publications Publications - Learning and Inference - Publications

Learning and Inference - Publications

Explore the scholarly works of the "Learning and Inference" group. Browse journal articles, contributions in books and conference proceedings, academic theses,…

by Type - Learning and Inference - Publications by Type by Type - Learning and Inference - Publications by Type

Learning and Inference - Publications by Type

Explore the scholarly works of the "Learning and Inference" group. Browse journal articles, contributions in books and conference proceedings, academic…

Tropical Geometry and Computer Algebra - Tropical Geometry and Computer Algebra Tropical Geometry and Computer Algebra - Tropical Geometry and Computer Algebra

Tropical Geometry and Computer Algebra

We want to build new bridges between Tropical Geometry and Algebraic Geometry using computational methods. This involves the study of fundamental problems in…

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