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Deepak Saini
ORCID
Publication Activity (10 Years)
Years Active: 2021-2024
Publications (10 Years): 15
Top Topics
Hierarchical Text Classification
Preprocessing
Neural Network
Classification Models
Top Venues
CoRR
KDD
WSDM
ICML
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Publications
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Sachin Yadav
,
Deepak Saini
,
Anirudh Buvanesh
,
Bhawna Paliwal
,
Kunal Dahiya
,
Siddarth Asokan
,
Yashoteja Prabhu
,
Jian Jiao
,
Manik Varma
Extreme Meta-Classification for Large-Scale Zero-Shot Retrieval.
KDD
(2024)
Anshul Mittal
,
Shikhar Mohan
,
Deepak Saini
,
Suchith C. Prabhu
,
Jain jiao
,
Sumeet Agarwal
,
Soumen Chakrabarti
,
Purushottam Kar
,
Manik Varma
Graph Regularized Encoder Training for Extreme Classification.
CoRR
(2024)
Vidit Jain
,
Jatin Prakash
,
Deepak Saini
,
Jian Jiao
,
Ramachandran Ramjee
,
Manik Varma
Renee: End-To-End Training of Extreme Classification Models.
MLSys
(2023)
Kunal Dahiya
,
Nilesh Gupta
,
Deepak Saini
,
Akshay Soni
,
Yajun Wang
,
Kushal Dave
,
Jian Jiao
,
Gururaj K
,
Prasenjit Dey
,
Amit Singh
,
Deepesh Hada
,
Vidit Jain
,
Bhawna Paliwal
,
Anshul Mittal
,
Sonu Mehta
,
Ramachandran Ramjee
,
Sumeet Agarwal
,
Purushottam Kar
,
Manik Varma
NGAME: Negative Mining-aware Mini-batching for Extreme Classification.
WSDM
(2023)
Kunal Dahiya
,
Sachin Yadav
,
Sushant Sondhi
,
Deepak Saini
,
Sonu Mehta
,
Jian Jiao
,
Sumeet Agarwal
,
Purushottam Kar
,
Manik Varma
Deep Encoders with Auxiliary Parameters for Extreme Classification.
KDD
(2023)
Deepak Saini
,
Ashima Khosla
,
Trilok Chand
,
Devendra K. Chouhan
,
Mahesh Prakash
Automated knee osteoarthritis severity classification using three-stage preprocessing method and VGG16 architecture.
Int. J. Imaging Syst. Technol.
33 (3) (2023)
Hemanth Vemuri
,
Sheshansh Agrawal
,
Shivam Mittal
,
Deepak Saini
,
Akshay Soni
,
Abhinav V. Sambasivan
,
Wenhao Lu
,
Yajun Wang
,
Mehul Parsana
,
Purushottam Kar
,
Manik Varma
Personalized Retrieval over Millions of Items.
SIGIR
(2023)
Rukma Talwadker
,
Surajit Chakrabarty
,
Aditya Pareek
,
Tridib Mukherjee
,
Deepak Saini
CognitionNet: A Collaborative Neural Network for Play Style Discovery in Online Skill Gaming Platform.
KDD
(2022)
Kunal Dahiya
,
Nilesh Gupta
,
Deepak Saini
,
Akshay Soni
,
Yajun Wang
,
Kushal Dave
,
Jian Jiao
,
Gururaj K
,
Prasenjit Dey
,
Amit Singh
,
Deepesh Hada
,
Vidit Jain
,
Bhawna Paliwal
,
Anshul Mittal
,
Sonu Mehta
,
Ramachandran Ramjee
,
Sumeet Agarwal
,
Purushottam Kar
,
Manik Varma
NGAME: Negative Mining-aware Mini-batching for Extreme Classification.
CoRR
(2022)
Kunal Dahiya
,
Ananye Agarwal
,
Deepak Saini
,
Gururaj K
,
Jian Jiao
,
Amit Singh
,
Sumeet Agarwal
,
Purushottam Kar
,
Manik Varma
SiameseXML: Siamese Networks meet Extreme Classifiers with 100M Labels.
ICML
(2021)
Anshul Mittal
,
Kunal Dahiya
,
Sheshansh Agrawal
,
Deepak Saini
,
Sumeet Agarwal
,
Purushottam Kar
,
Manik Varma
DECAF: Deep Extreme Classification with Label Features.
CoRR
(2021)
Kunal Dahiya
,
Deepak Saini
,
Anshul Mittal
,
Ankush Shaw
,
Kushal Dave
,
Akshay Soni
,
Himanshu Jain
,
Sumeet Agarwal
,
Manik Varma
DeepXML: A Deep Extreme Multi-Label Learning Framework Applied to Short Text Documents.
CoRR
(2021)
Anshul Mittal
,
Kunal Dahiya
,
Sheshansh Agrawal
,
Deepak Saini
,
Sumeet Agarwal
,
Purushottam Kar
,
Manik Varma
DECAF: Deep Extreme Classification with Label Features.
WSDM
(2021)
Deepak Saini
,
Arnav Kumar Jain
,
Kushal Dave
,
Jian Jiao
,
Amit Singh
,
Ruofei Zhang
,
Manik Varma
GalaXC: Graph Neural Networks with Labelwise Attention for Extreme Classification.
WWW
(2021)
Kunal Dahiya
,
Deepak Saini
,
Anshul Mittal
,
Ankush Shaw
,
Kushal Dave
,
Akshay Soni
,
Himanshu Jain
,
Sumeet Agarwal
,
Manik Varma
DeepXML: A Deep Extreme Multi-Label Learning Framework Applied to Short Text Documents.
WSDM
(2021)