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I am a Research Scholar in the School of Information Technology at Indian Institute of Technology Delhi, where I work on extreme multi-label learning. I am working with Dr. Manik Varma and Dr. Sumeet Agarwal on deep learning for extreme multi-label classification. I had previously worked with Dr. C Krishna Mohan on scalable visual computing applications as part of my Masters thesis.
Our recent work DeepXML not only provides a uniform framework to analyze and improve existing deep extreme classifiers but it also yielded a family of deep extreme classification algorithms such as Astec, DECAF, GalaXC, ECLARE, and SiameseXML. These algorithms have found applications in various real-world applications including query recommendation and ads where it is benefitting millions of users and small buisnesses.
Our recent work DeepXML not only provides a uniform framework to analyze and improve existing deep extreme classifiers but it also yielded a family of deep extreme classification algorithms such as Astec, DECAF, GalaXC, ECLARE, and SiameseXML. These algorithms have found applications in various real-world applications including query recommendation and ads where it is benefitting millions of users and small buisnesses.
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Kunal Dahiya, Sachin Yadav, Sushant Sondhi,Deepak Saini,Sonu Mehta,Jian Jiao,Sumeet Agarwal,Purushottam Kar,Manik Varma
PROCEEDINGS OF THE 29TH ACM SIGKDD CONFERENCE ON KNOWLEDGE DISCOVERY AND DATA MINING, KDD 2023pp.358-367, (2023)
Buildingsno. 4 (2023): 890-890
arxiv(2022)
2022 IEEE International Conference on Smart Computing (SMARTCOMP)pp.342-348, (2022)
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