Harish Guruprasad Ramaswamy
Scholar

Harish Guruprasad Ramaswamy

Google Scholar ID: --EnoVoAAAAJ
Assistant Professor of Computer Science and Engineering, IIT Madras
Machine learningdeep learning
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Citations & Impact
All-time
Citations
1,362
 
H-index
15
 
i10-index
17
 
Publications
20
 
Co-authors
0
 
Contact
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Resume
Academic Achievements
  • Publications:
  • - Graph Classification with GNNs: Optimisation, Representation & Inductive Bias (ECAI 2024)
  • - On the Learning Dynamics of Attention Networks (ECAI 2023)
  • - On the Interpretability of Attention Networks (ACML 2022)
  • - Inductive Bias of Gradient Descent for Weight Normalized Smooth Homogeneous Neural Nets (ICALT 2022)
  • - Ablation-CAM: Visual Explanations for Deep Convolutional Network via Gradient-free Localization (WACV 2020)
  • Teaching Experience:
  • - Linear Algebra and Random Processes (CS6015)
  • - Advances in Theory of Deep Learning (CS7020)
  • - Introduction to Programming (CS1100)
  • Advising Students:
  • - PhD: Rahul Vashisht, Prakhar Krishna Kumar
  • - MS: Lakshmi Narayan Pandey, Depen Morwani, Yadav Mahesh Lorik, Prithaj Banerjee
Research Experience
  • Current Position: Assistant Professor, Department of Computer Science & Engineering, Indian Institute of Technology Madras
  • Labs: IIL Lab, MALT
Background
  • Research Interests: Machine Learning, Learning Theory and Optimisation.