Search Results for author: Manik Sharma

Found 3 papers, 1 papers with code

Representation Based Complexity Measures for Predicting Generalization in Deep Learning

1 code implementation4 Dec 2020 Parth Natekar, Manik Sharma

Deep Neural Networks can generalize despite being significantly overparametrized.

Distangling Biological Noise in Cellular Images with a focus on Explainability

no code implementations11 Jul 2020 Manik Sharma, Ganapathy Krishnamurthi

One of the more surprising reasons behind the cost is how long it takes to bring new treatments to market.

Image Classification

Dynamic Regularizer with an Informative Prior

no code implementations31 Oct 2019 Avinash Kori, Manik Sharma

Both the regularizers mentioned above are formulated by assuming certain priors in the parameter space and these assumptions, in some cases, induce sparsity in the parameter space.

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