Member Profile : Harish Guruprasad

Harish Guruprasad

Assistant Professor
Email : hariguru [at] cse [dot] iitm [dot] ac [dot] in | Phone : 4385
Lab(s) : IIL Lab, MALT.
Link to Personal Homepage

Machine Learning, Learning Theory and Optimisation.

Inductive Bias of Gradient Descent for Weight Normalized Smooth Homogeneous Neural Nets.
Authors : Depen Morwani, Harish Guruprasad
Appeared in International Conference on Algorithmic Learning Theory, 29-1 April 2022, Paris, France., Proceedings of Machine Learning Research, Vol 167, pp.827-880, Apr 2022
Ablation-CAM: Visual Explanations for Deep Convolutional Network via Gradient-free Localization.
Authors : Saurabh Desai, Harish Guruprasad
Appeared in IEEE Winter Conference on Applications of Computer Vision, WACV 2020, Snowmass Village, CO, USA, March 1-5, 2020 (WACV 2020) ,pp.972-980, Mar 2020
On Knowledge distillation from complex networks for response prediction.
Authors : Siddhartha Arora, Mitesh Khapra, Harish Guruprasad
Appeared in Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, NAACL-HLT 2019, Minneapolis, MN, USA, June 2-7, 2019, Volume 1 (Long and Short Papers), pp.3813-3822, Jun 2019
On Controllable Sparse Alternatives to Softmax.
Authors : Anirban Laha, Saneem Ahmed Chemmengath, Priyanka Agrawal, Mitesh Khapra, Karthik Sankaranarayanan, Harish Guruprasad
Appeared in Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, NeurIPS 2018, 3-8 December 2018, Montral, Canada., pp.6423-6433, Dec 2018

Jan 2023 - May 2023	:	- Advances in Theory of Deep Learning (CS7020)
Apr 2022 - May 2022	:	- Introduction to Programming (CS1100)
Feb 2021 - May 2021	:	- Linear Algebra and Random Processes (CS6015)
Aug 2020 - Dec 2020	:	- Pattern Recognition and Machine Learning (CS5691)
Jan 2020 - May 2020	:	- Pattern Recognition and Machine Learning (CS5691)

Department of Computer Science & Engineering