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Becker, Stephen R Assistant Professor

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Research

research overview

  • Dr. Becker's group is centered around optimization, both creating algorithms to solve optimization problems and applying optimization to real-world problems. Most applications revolve around signal processing and statistical estimation, especially compressed sensing, matrix completion and various machine learning techniques.

keywords

  • continuous optimization, signal processing, compressed sensing, inverse problems, machine learning, high-dimensional statistical estimation, convex analysis, numerical analysis

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