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Optimization and statistics are everywhere, touching all engineering disciplines in an ever more sophisticated way. Nowhere are they more important than in the rapidly evolving field of machine ...
A thorough understanding of Linear Algebra and Vector Calculus, and strong familiarity with the Python programming language (e.g., basic data manipulation libraries, how to construct functions and ...
They created a “periodic table” of over 20 classical machine-learning algorithms, showing how they are all connected through ...
Coordinating complicated interactive systems, whether it's the different modes of transportation in a city or the various ...
With the power of advanced degrees from the University of Illinois at Urbana-Champaign and IIT Kanpur, Pratik has spearheaded ...
optimization for machine learning, deep learning and optimization, machine learning for optimization, optimization and learning under uncertainty, etc. More information on the conference can be found ...