• 1118 Citations
  • 17 h-Index
20092020

Research output per year

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Projects

Research Output

  • 1118 Citations
  • 17 h-Index
  • 14 Article
  • 14 Conference article
  • 12 Conference contribution
  • 12 Paper

A flexible framework for hypothesis testing in high dimensions

Javanmard, A. & Lee, J. D., Jul 1 2020, In : Journal of the Royal Statistical Society. Series B: Statistical Methodology. 82, 3, p. 685-718 34 p.

Research output: Contribution to journalArticle

  • Statistical inference for model parameters in stochastic gradient descent

    Chen, X., Lee, J. D., Tong, X. T. & Zhang, Y., Jan 1 2020, In : Annals of Statistics. 48, 1, p. 251-273 23 p.

    Research output: Contribution to journalArticle

  • 2 Scopus citations

    Stochastic Subgradient Method Converges on Tame Functions

    Davis, D., Drusvyatskiy, D., Kakade, S. & Lee, J. D., Feb 1 2020, In : Foundations of Computational Mathematics. 20, 1, p. 119-154 36 p.

    Research output: Contribution to journalArticle

  • 7 Scopus citations

    Communication-Efficient Distributed Statistical Inference

    Jordan, M. I., Lee, J. D. & Yang, Y., Apr 3 2019, In : Journal of the American Statistical Association. 114, 526, p. 668-681 14 p.

    Research output: Contribution to journalArticle

  • 17 Scopus citations

    First-order methods almost always avoid strict saddle points

    Lee, J. D., Panageas, I., Piliouras, G., Simchowitz, M., Jordan, M. I. & Recht, B., Jul 1 2019, In : Mathematical Programming. 176, 1-2, p. 311-337 27 p.

    Research output: Contribution to journalArticle

  • 9 Scopus citations