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

Chrome logo  Add to Chrome

Firefox logo Add to Firefox

FedX: Federated Learning for Compositional Pairwise Risk Optimization


Oct 26, 2022
Zhishuai Guo, Rong Jin, Jiebo Luo, Tianbao Yang

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

Fairness via Adversarial Attribute Neighbourhood Robust Learning


Oct 12, 2022
Qi Qi, Shervin Ardeshir, Yi Xu, Tianbao Yang

Add code

* 25pages, 7 figures 

   Access Paper or Ask Questions

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

Stochastic Constrained DRO with a Complexity Independent of Sample Size


Oct 11, 2022
Qi Qi, Jiameng Lyu, Kung sik Chan, Er Wei Bai, Tianbao Yang

Add code

* 37 pages, 16 figures 

   Access Paper or Ask Questions

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

Multi-block-Single-probe Variance Reduced Estimator for Coupled Compositional Optimization


Jul 18, 2022
Wei Jiang, Gang Li, Yibo Wang, Lijun Zhang, Tianbao Yang

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

GraphFM: Improving Large-Scale GNN Training via Feature Momentum


Jun 18, 2022
Haiyang Yu, Limei Wang, Bokun Wang, Meng Liu, Tianbao Yang, Shuiwang Ji

Add code

* ICML 2022 

   Access Paper or Ask Questions

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

Algorithmic Foundation of Deep X-Risk Optimization


Jun 02, 2022
Tianbao Yang

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

Multi-block Min-max Bilevel Optimization with Applications in Multi-task Deep AUC Maximization


Jun 01, 2022
Quanqi Hu, Yongjian Zhong, Tianbao Yang

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

Smoothed Online Convex Optimization Based on Discounted-Normal-Predictor


May 02, 2022
Lijun Zhang, Wei Jiang, Jinfeng Yi, Tianbao Yang

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

Large-scale Stochastic Optimization of NDCG Surrogates for Deep Learning with Provable Convergence


Apr 06, 2022
Zi-Hao Qiu, Quanqi Hu, Yongjian Zhong, Lijun Zhang, Tianbao Yang

Add code

* 29 pages, 7 figures 

   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
7
>>