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Bio
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.
Research Interests
Papers共 17 篇Author StatisticsCo-AuthorSimilar Experts
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Sachin Yadav,Deepak Saini, Anirudh Buvanesh,Bhawna Paliwal,Kunal Dahiya, Siddarth Asokan,Yashoteja Prabhu,Jian Jiao,Manik Varma
KDD 2024pp.3657-3666, (2024)
PROCEEDINGS OF THE 29TH ACM SIGKDD CONFERENCE ON KNOWLEDGE DISCOVERY AND DATA MINING, KDD 2023pp.358-367, (2023)
BUILDINGSno. 4 (2023): 890-890
arXiv (Cornell University)pp.258-266, (2022)
2022 IEEE International Conference on Smart Computing (SMARTCOMP)pp.342-348, (2022)
IEEE Conference on Computer Vision and Pattern Recognitionno. 1 (2022): 12383-12392
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Author Statistics
#Papers: 16
#Citation: 357
H-Index: 7
G-Index: 16
Sociability: 4
Diversity: 0
Activity: 1
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