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

Chrome logo  Add to Chrome

Firefox logo Add to Firefox

Adaptive Fairness-Aware Online Meta-Learning for Changing Environments



Chen Zhao , Feng Mi , Xintao Wu , Kai Jiang , Latifur Khan , Feng Chen

* Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD), 2022. arXiv admin note: text overlap with arXiv:2108.09435 

   Access Paper or Ask Questions

Uncertainty-Aware Reliable Text Classification



Yibo Hu , Latifur Khan

* KDD 2021 

   Access Paper or Ask Questions

Towards Self-Adaptive Metric Learning On the Fly



Yang Gao , Yi-Fan Li , Swarup Chandra , Latifur Khan , Bhavani Thuraisingham

* Accepted by WWW 2019 (Long Paper, Oral) 

   Access Paper or Ask Questions

SetConv: A New Approach for Learning from Imbalanced Data



Yang Gao , Yi-Fan Li , Yu Lin , Charu Aggarwal , Latifur Khan

* Accepted by EMNLP 2020 (11 pages, 9 figures) 

   Access Paper or Ask Questions

PDFM: A Primal-Dual Fairness-Aware Framework for Meta-learning



Chen Zhao , Feng Chen , Zhuoyi Wang , Latifur Khan

* submitted to IEEE Transactions on Knowledge and Data Engineering (TKDE) 

   Access Paper or Ask Questions

A Primal-Dual Subgradient Approach for Fair Meta Learning



Chen Zhao , Feng Chen , Zhuoyi Wang , Latifur Khan

* 2020 IEEE International Conference on Data Mining (ICDM) 

   Access Paper or Ask Questions

Deep Learning on Knowledge Graph for Recommender System: A Survey



Yang Gao , Yi-Fan Li , Yu Lin , Hang Gao , Latifur Khan

* 6 figures, 5 tables 

   Access Paper or Ask Questions

Co-Representation Learning For Classification and Novel Class Detection via Deep Networks



Zhuoyi Wang , Zelun Kong , Hemeng Tao , Swarup Chandra , Latifur Khan

* 7 pages 

   Access Paper or Ask Questions

Adaptive Image Stream Classification via Convolutional Neural Network with Intrinsic Similarity Metrics



Yang Gao , Swarup Chandra , Zhuoyi Wang , Latifur Khan

* 10 pages; KDD'18 Deep Learning Day, August 2018, London, UK 

   Access Paper or Ask Questions

1
2
>>