3 papers
quant-ph2020
Parts of Speech Tagging in NLP: Runtime Optimization with Quantum Formulation and ZX Calculus
Arit Kumar Bishwas, Ashish Mani, Vasile Palade
This paper proposes an optimized formulation of the parts of speech tagging in Natural Language Processing with a quantum computing approach and further demonstrates the quantum ga…
cs.LG2019
An Investigation of Quantum Deep Clustering Framework with Quantum Deep SVM & Convolutional Neural Network Feature Extractor
Arit Kumar Bishwas, Ashish Mani, Vasile Palade
In this paper, we have proposed a deep quantum SVM formulation, and further demonstrated a quantum-clustering framework based on the quantum deep SVM formulation, deep convolutiona…
cs.LG2018
An Investigation on Support Vector Clustering for Big Data in Quantum Paradigm
Arit Kumar Bishwas, Ashish Mani, Vasile Palade
The support vector clustering algorithm is a well-known clustering algorithm based on support vector machines using Gaussian or polynomial kernels. The classical support vector clu…