Search Results for author: Ayush Manish Agrawal

Found 2 papers, 1 papers with code

WeightScale: Interpreting Weight Change in Neural Networks

no code implementations7 Jul 2021 Ayush Manish Agrawal, Atharva Tendle, Harshvardhan Sikka, Sahib Singh

Interpreting the learning dynamics of neural networks can provide useful insights into how networks learn and the development of better training and design approaches.

Clustering Dimensionality Reduction

Investigating Learning in Deep Neural Networks using Layer-Wise Weight Change

2 code implementations13 Nov 2020 Ayush Manish Agrawal, Atharva Tendle, Harshvardhan Sikka, Sahib Singh, Amr Kayid

Understanding the per-layer learning dynamics of deep neural networks is of significant interest as it may provide insights into how neural networks learn and the potential for better training regimens.

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