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Michael Mahoney

Faculty

http://www.stat.berkeley.edu/~mmahoney/
mmahoney@eecs.berkeley.edu

AMPLab Publications

  • Tree decompositions and social graphs
  • Fast Randomized Kernel Methods With Statistical Guarantees
  • A Statistical Perspective on Randomized Sketching for Ordinary Least-Squares
  • Random Laplace Feature Maps for Semigroup Kernels on Histograms
  • Anti-differentiating Approximation Algorithms: A case study with Min-cuts, Spectral, and Flow
  • Quasi-Monte Carlo Feature Maps for Shift-Invariant Kernels
  • Think Locally, Act Locally: The Detection of Small, Medium-Sized, and Large Communities in Large Networks
  • A new spin on an old algorithm: technical perspective on “Communication costs of Strassen’s matrix multiplication,”

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