Research Interests :
Machine Learning, Learning Theory and Optimisation.Publications : (Last Five, while at IITM)DBLP | View All
- On the Learning Dynamics of Attention Networks.
Authors :
Rahul Vashisht,
Harish GuruprasadAppeared in
ECAI 2023 - 26th European Conference on Artificial Intelligence, September 30 - October 4, 2023, Krakw, Poland - Including 12th Conference on Prestigious Applications of Intelligent Systems (PAIS 2023) (PAIS 2023) ,Frontiers in Artificial Intelligence and Applications, Vol 372, pp.2394-2401, Oct 2023
- On the Interpretability of Attention Networks.
Authors :
Lakshmi Narayan Pandey,
Rahul Vashisht,
Harish GuruprasadAppeared in
Asian Conference on Machine Learning, ACML 2022, 12-14 December 2022, Hyderabad, India. (ACML 2022) ,Proceedings of Machine Learning Research, Vol 189, pp.832-847, Dec 2022
- Inductive Bias of Gradient Descent for Weight Normalized Smooth Homogeneous Neural Nets.
Authors :
Depen Morwani,
Harish GuruprasadAppeared 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 GuruprasadAppeared 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 GuruprasadAppeared 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
| 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) |
