Search Results for author: Siddharth Dangwal

Found 2 papers, 1 papers with code

Supervised Learning Using a Dressed Quantum Network with "Super Compressed Encoding": Algorithm and Quantum-Hardware-Based Implementation

no code implementations20 Jul 2020 Saurabh Kumar, Siddharth Dangwal, Debanjan Bhowmik

Implementation of variational Quantum Machine Learning (QML) algorithms on Noisy Intermediate-Scale Quantum (NISQ) devices is known to have issues related to the high number of qubits needed and the noise associated with multi-qubit gates.

BIG-bench Machine Learning Clustering +1

Supervised learning with a quantum classifier using a multi-level system

2 code implementations22 Aug 2019 Soumik Adhikary, Siddharth Dangwal, Debanjan Bhowmik

We demonstrate successful classification of popular benchmark datasets with our quantum classifier and compare its performance with respect to some classical machine learning classifiers.

Quantum Physics

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