Vineeth N Balasubramanian


Tutorials

  • Deep Learning, Tutorial presented at National Convention of Computer Society of India, Coimbatore, Jan 2017
    Also presented at: ADCOM 2016, Bangalore, Sep 2016; Centre for Development of Advanced Computing (CDAC), Hyderabad, Aug 2016

  • Conformal Prediction for Reliable Machine Learning, Tutorial presented at European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML-PKDD 2014), Nancy, France, Sep 2014
    Co-organizers: Shen-Shyang Ho (Nanyang Technological University, Singapore); Vladimir Vovk (Royal Holloway University of London, UK)

  • Active Learning for Multimedia Content Analysis, Tutorial presented at IEEE International Conference on Multimedia and Expo (ICME’13), San Jose, CA, Jul 2013
    Co-organizers: Shayok Chakraborty, Sethuraman Panchanathan (Arizona State University, USA)

  • Applied Machine Learning, Tutorial presented at International Workshop on Computer Vision and Machine Learning, Sri Sathya Sai Institute of Higher Learning, Andhra Pradesh, India, Dec 2012

  • Conformal Prediction for Reliable Machine Learning, Tutorial presented at AAAI 2011, San Francisco, USA, Aug 2011
    Co-organizers: Shen-Shyang Ho (Nanyang Technological University, Singapore); Sethuraman Panchanathan (Arizona State University, USA); Vladimir Vovk (Royal Holloway University of London, UK

Talks (Recent, Selected)

  • Towards Solving Next-Gen ML Problems: Learning with Weak Supervision, NVIDIA DevConnect, Hyderabad, Sep 2018

  • Adversarial Data Programming: Using GANs to Relax the Bottleneck of Curated Labeled Data, ACCV Area Chairs Workshop, Nanyang Technological University, Sep 2018

  • Going beyond what and asking why: Explainability in MachineDeep Learning/, Anthill Inside 2018, Bangalore, Jul 2018
    (Video)

  • Optimization Methods in Deep Learning, 3rd Indian Workshop on Machine Learning, IIT-BHU, Jul 2018

  • Deep Generative Models for Annotated ImageVideo Creation/, NEC Labs, Cupertino, CA, Mar 2018

  • Deep Generative Models for Video Creation, NVIDIA GTC 2018, San Jose, CA, Mar 2018

  • Explainability in Deep Learning: Grad-CAM, Google AI/ML Workshop, Bangalore, Mar 2018

  • Recent Advances in Deep Learning Theory and Applications, Adobe, Noida, Feb 2018

  • Deep Learning: A Review, Microsoft Research-ACM Academic Research Summit, Hyderabad, Jan 2018
    (Video)