1 citations · 1 across the 2 of their papers we have counts for
2 papers
cs.LG2023
Constructing Extreme Learning Machines with zero Spectral Bias
Kaumudi Joshi, Vukka Snigdha, Arya Kumar Bhattacharya
The phenomena of Spectral Bias, where the higher frequency components of a function being learnt in a feedforward Artificial Neural Network (ANN) are seen to converge more slowly t…
cs.LG2023★ 1 cited
Investigations on convergence behaviour of Physics Informed Neural Networks across spectral ranges and derivative orders
Mayank Deshpande, Siddharth Agarwal, Vukka Snigdha +1
An important inference from Neural Tangent Kernel (NTK) theory is the existence of spectral bias (SB), that is, low frequency components of the target function of a fully connected…