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

Chrome logo  Add to Chrome

Firefox logo Add to Firefox

Intermediate Entity-based Sparse Interpretable Representation Learning


Dec 03, 2022
Diego Garcia-Olano, Yasumasa Onoe, Joydeep Ghosh, Byron C. Wallace

Add code

* Accepted into BlackBox NLP Workshop at EMNLP 2022 

   Access Paper or Ask Questions

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

FASTER-CE: Fast, Sparse, Transparent, and Robust Counterfactual Explanations


Oct 12, 2022
Shubham Sharma, Alan H. Gee, Jette Henderson, Joydeep Ghosh

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

Robustify Transformers with Robust Kernel Density Estimation


Oct 11, 2022
Xing Han, Tongzheng Ren, Tan Minh Nguyen, Khai Nguyen, Joydeep Ghosh, Nhat Ho

Add code

* 17 pages, 2 figures, 2 tables 

   Access Paper or Ask Questions

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

FEAMOE: Fair, Explainable and Adaptive Mixture of Experts


Oct 10, 2022
Shubham Sharma, Jette Henderson, Joydeep Ghosh

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

Split Localized Conformal Prediction


Jun 27, 2022
Xing Han, Ziyang Tang, Joydeep Ghosh, Qiang Liu

Add code

* 20 pages, 25 figures, 2 tables 

   Access Paper or Ask Questions

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

Federated Self-supervised Learning for Heterogeneous Clients


May 31, 2022
Disha Makhija, Nhat Ho, Joydeep Ghosh

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

Efficient Forecasting of Large Scale Hierarchical Time Series via Multilevel Clustering


May 27, 2022
Xing Han, Tongzheng Ren, Jing Hu, Joydeep Ghosh, Nhat Ho

Add code

* 17 pages, 3 figures, 4 tables 

   Access Paper or Ask Questions

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

Architecture Agnostic Federated Learning for Neural Networks


Feb 17, 2022
Disha Makhija, Xing Han, Nhat Ho, Joydeep Ghosh

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

MECATS: Mixture-of-Experts for Quantile Forecasts of Aggregated Time Series


Dec 22, 2021
Xing Han, Jing Hu, Joydeep Ghosh

Add code

* 41 pages, 13 figures, 20 tables 

   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
4
5
6
>>