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Jialei Wang

Jialei Wang

PhD (2013-2018)

Two Sigma

Personal Website

Interests
  • Statistical Machine Learning
  • Optimization
  • Distributed estimation
  • Distributed optimization
  • Randomized and online methods for optimization
  • Statistics for high-dimensional data
Education
  • PhD in Computer Science, 2018

    University of Chicago

  • B.E. Special Class for the Gifted Young, 2011

    University of Science and Technology of China

Latest

  • Distributed Stochastic Multi-Task Learning with Graph Regularization
  • Efficient Distributed Learning with Sparsity
  • Sketching Meets Random Projection in the Dual: A Provable Recovery Algorithm for Big and High-dimensional Data
  • Sketching meets random projection in the dual: a provable recovery algorithm for big and high-dimensional data
  • Distributed Multi-Task Learning
  • Distributed Multi-Task Learning with Shared Representation
  • Inference for High-dimensional Exponential Family Graphical Models
  • Inference for Sparse Conditional Precision Matrices

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