Search Results for author: Neel Mishra

Found 2 papers, 2 papers with code

A Gauss-Newton Approach for Min-Max Optimization in Generative Adversarial Networks

2 code implementations10 Apr 2024 Neel Mishra, Bamdev Mishra, Pratik Jawanpuria, Pawan Kumar

It modifies the Gauss-Newton method to approximate the min-max Hessian and uses the Sherman-Morrison inversion formula to calculate the inverse.

Image Generation Second-order methods

Angle based dynamic learning rate for gradient descent

1 code implementation20 Apr 2023 Neel Mishra, Pawan Kumar

In our work, we propose a novel yet simple approach to obtain an adaptive learning rate for gradient-based descent methods on classification tasks.

Image Classification

Cannot find the paper you are looking for? You can Submit a new open access paper.