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

Chrome logo  Add to Chrome

Firefox logo Add to Firefox

Clustering above Exponential Families with Tempered Exponential Measures


Nov 04, 2022
Ehsan Amid, Richard Nock, Manfred Warmuth

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

Layerwise Bregman Representation Learning with Applications to Knowledge Distillation


Sep 15, 2022
Ehsan Amid, Rohan Anil, Christopher Fifty, Manfred K. Warmuth

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

To Aggregate or Not? Learning with Separate Noisy Labels


Jun 14, 2022
Jiaheng Wei, Zhaowei Zhu, Tianyi Luo, Ehsan Amid, Abhishek Kumar, Yang Liu

Add code

* Paper under Review 

   Access Paper or Ask Questions

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

Extracting Targeted Training Data from ASR Models, and How to Mitigate It


Apr 18, 2022
Ehsan Amid, Om Thakkar, Arun Narayanan, Rajiv Mathews, Françoise Beaufays

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

Learning from Randomly Initialized Neural Network Features


Feb 13, 2022
Ehsan Amid, Rohan Anil, Wojciech Kotłowski, Manfred K. Warmuth

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

Step-size Adaptation Using Exponentiated Gradient Updates


Jan 31, 2022
Ehsan Amid, Rohan Anil, Christopher Fifty, Manfred K. Warmuth

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

Public Data-Assisted Mirror Descent for Private Model Training


Dec 01, 2021
Ehsan Amid, Arun Ganesh, Rajiv Mathews, Swaroop Ramaswamy, Shuang Song, Thomas Steinke, Vinith M. Suriyakumar, Om Thakkar, Abhradeep Thakurta

Add code

* 20 pages, 9 figures, 3 tables 

   Access Paper or Ask Questions

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

Constrained Instance and Class Reweighting for Robust Learning under Label Noise


Nov 09, 2021
Abhishek Kumar, Ehsan Amid

Add code

* 27 pages, including Appendix 

   Access Paper or Ask Questions

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

Efficiently Identifying Task Groupings for Multi-Task Learning


Sep 10, 2021
Christopher Fifty, Ehsan Amid, Zhe Zhao, Tianhe Yu, Rohan Anil, Chelsea Finn

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

LocoProp: Enhancing BackProp via Local Loss Optimization


Jun 11, 2021
Ehsan Amid, Rohan Anil, Manfred K. Warmuth

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
1
2
3
>>