Kunal Dahiya

About me
Academics
Publications
News
Projects
Resume



Contact Info:

kunalsdahiya@gmail.com


Kunal Dahiya

About me

I am a second year PhD student in the School of Information Technology at Indian Institute of Technology Delhi. 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.

Research Interests: Machine Learning, Extreme multi-label classification, Deep Learning

News

    • Contributed talk on `Extreme Classification with label features' in The NIPS Workshop on Multi-class and Multi-label Learning in Extremely Large Label Spaces (2016).

    Academics


    • Indian Institute of Technology Delhi, India
       Ph.D., 2016 - Present;
    • Indian Institute of Technology Hyderabad, India
       Master of Technology in Computer Science and Engineering, 2015-2016
         Thesis: Scalable visual computing applications.
    • Indian Institute of Technology Hyderabad, India
      Bachelor of Technology in Computer Science and Engineering, 2011-2015

    Publications

      Yashoteja Prabhu, Shilpa Gopinath, Kunal Dahiya, Anil Kag, Shrutendra Harsola, Rahul Agrawal and Manik Varma, "Extreme Multi-label Learning with Label Features for Warm-start Tagging, Ranking & Recommendation", accepted in WSDM 2018.
        Kunal Dahiya, Dinesh Singh, C. Krishna Mohan, "Automatic Detection of Bike-riders without helmet using surveillance videos in real-time", in Proc. International Joint Conference on Neural Networks (IJCNN 2016), Vancouver, Canada, pp. 3046-3051, July 24-29, 2016.