Get our free extension to see links to code for papers anywhere online!

Chrome logo  Add to Chrome

Firefox logo Add to Firefox

Stability and Generalization for Markov Chain Stochastic Gradient Methods


Sep 16, 2022
Puyu Wang, Yunwen Lei, Yiming Ying, Ding-Xuan Zhou

Add code


   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

Differentially Private Stochastic Gradient Descent with Low-Noise


Sep 09, 2022
Puyu Wang, Yunwen Lei, Yiming Ying, Ding-Xuan Zhou

Add code


   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

Simple Stochastic and Online Gradient Descent Algorithms for Pairwise Learning


Nov 23, 2021
Zhenhuan Yang, Yunwen Lei, Puyu Wang, Tianbao Yang, Yiming Ying

Add code

* NeurIPS 2021 accepted 

   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

Stability and Generalization for Randomized Coordinate Descent


Aug 17, 2021
Puyu Wang, Liang Wu, Yunwen Lei

Add code

* 12 pages, 1 figure 

   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

Differentially Private SGD with Non-Smooth Loss


Jan 22, 2021
Puyu Wang, Yunwen Lei, Yiming Ying, Hai Zhang

Add code

* 26 pages, 1 table 

   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

Differential Privacy for Sparse Classification Learning


Aug 02, 2019
Puyu Wang, Hai Zhang

Add code


   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email