20 citations · 20 across the 3 of their papers we have counts for
3 papers
cs.LG2020
Geometry Perspective Of Estimating Learning Capability Of Neural Networks
Ankan Dutta, Arnab Rakshit
The paper uses statistical and differential geometric motivation to acquire prior information about the learning capability of an artificial neural network on a given dataset. The…
hep-th2020★ 20 cited
Chaos and Complexity from Quantum Neural Network: A study with Diffusion Metric in Machine Learning
Sayantan Choudhury, Ankan Dutta, Debisree Ray
In this work, our prime objective is to study the phenomena of quantum chaos and complexity in the machine learning dynamics of Quantum Neural Network (QNN). A Parameterized Quantu…
q-bio.OT2020
Sewage Pooling Test for SARS-CoV-2
Ritam Guha, Anik Sengupta, Ankan Dutta
CoVID-19 is currently one of the biggest threats to mankind. To date, it is the reason for infections of over 35 lakhs and the death of over 2 lakh human beings. We propose a proce…