Sanjay Kumar

Assistant Professor at Deshbandhu College, University of Delhi, India
Research Scholar at Department of Computer Science, South Asian University, India

Research Interest

Pattern Recognition, Statistical Learning, Multi-label learning, Missing labels, Optimization

Publications

1. Kumar, Sanjay, Nadira Ahmadi, and Reshma Rastogi. "Multi-label learning with missing labels using sparse global structure for label-specific features." Applied Intelligence (2023): 1-16.
2. Rastogi, Reshma, and Sanjay Kumar. "Discriminatory Label-specific Weights for Multi-label Learning with Missing Labels." Neural Processing Letters (2022): 1-35.
3. Kumar, Sanjay, and Reshma Rastogi. "Low rank label subspace transformation for multi-label learning with missing labels." Information Sciences 596 (2022): 53-72.

Conferences/Workshops

• Presented paper titled "Auxiliary label embedding for multi-label learning with missing labels" at International Conference on Computer Vision and Machine Intelligence (CVMI) 2022 held at IIIT, Allahabad, UP, India.
• Attended 1 week workshop on “Hardware assisted security for fog computing based IOT networks” at DA-IICT, Gandhinagar, Gujarat, India (July, 2022).
• Attended International Symposium on ‘Emerging Trends in Deep Learning and Data Analytics’ at South Asian University (June, 2022),
• Attended 2 weeks ‘Refresher Course in Analysis’ conducted by Deptt of Mathematics, Tezpur University (March, 2019).

Work Experience (Outside Academia)

• NEC Corporation of America, 2010-2017, Worked as Solutions Architect providing data backup, archiving, disaster recovery and cloud storage solutions.
• HCL Technologies Ltd, 2003-2010, Worked as a Software Engineer in System and Application development; Enterprise Storage, Linux Internals, Crash dumps.

Education

• Master of Computer Applications(MCA) from Department of Computer Science, University of Delhi, New Delhi
• B.Sc. (H) Physics from Deen Dayal Upadhyaya College, University of Delhi, New Delhi