16 citations · 16 across the 3 of their papers we have counts for
3 papers
cs.LG2020★ 16 cited
Representation Based Complexity Measures for Predicting Generalization in Deep Learning
Parth Natekar, Manik Sharma
Deep Neural Networks can generalize despite being significantly overparametrized. Recent research has tried to examine this phenomenon from various view points and to provide bound…
cs.CV2020
Distangling Biological Noise in Cellular Images with a focus on Explainability
Manik Sharma, Ganapathy Krishnamurthi
The cost of some drugs and medical treatments has risen in recent years that many patients are having to go without. A classification project could make researchers more efficient.…
cs.CV2019
Dynamic Regularizer with an Informative Prior
Avinash Kori, Manik Sharma
Regularization methods, specifically those which directly alter weights like and , are an integral part of many learning algorithms. Both the regularizers mentioned abov…