Selected Publications

(Author lists are of alphabetical order).

• On the Self-Penalization Phenomenon in Feature Selection
  Michael Jordan, Keli Liu and Feng Ruan.
  To be Submitted, 2021.

• A Self-Penalizing Objective Function for Scalable Interaction Detection
  Supplementary Material: [appendix.pdf]
  Slides: [pdf]
  Package: [Package]
  Keli Liu and Feng Ruan.
  Submitted, 2020.

• The Right Complexity Measure in Locally Private Estimation: It is not the Fisher Information
  Slides: [pdf]
  John Duchi and Feng Ruan.
  Under revision at The Annals of Statistics, 2020.

• Asymptotic Optimality in Stochastic Optimization
  Slides: [pdf]
  John Duchi and Feng Ruan.
  The Annals of Statistics, 49, 2021, 21-48.

• Sparse Recovery via Differential Inclusions
  Stanley Osher, Feng Ruan, Jiechao Xiong, Yuan Yao and Wotao Yin.
  Slides: [pdf]
  Applied and Computational Harmonic Analysis 41 2016, 436-469.