Search Results for author: Soumik Adhikary

Found 2 papers, 1 papers with code

Tensor networks in machine learning

no code implementations6 Jul 2022 Richik Sengupta, Soumik Adhikary, Ivan Oseledets, Jacob Biamonte

In this survey we recover the basics of tensor networks and explain the ongoing effort to develop the theory of tensor networks in machine learning.

BIG-bench Machine Learning Tensor Decomposition +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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