21 citations · 116 across the 17 of their papers we have counts for
18 papers
LP WAN Gateway Location Selection Using Modified K-Dominating Set Algorithm
Artur Frankiewicz, Adam Glos, Krzysztof Grochla +5
The LP WAN networks use gateways or base stations to communicate with devices distributed on large distances, up to tens of kilometres. The selection of optimal gateway locations i…
Machine Learning Kernel Method from a Quantum Generative Model
Przemysław Sadowski
Recently the use of Noisy Intermediate Scale Quantum (NISQ) devices for machine learning tasks has been proposed. The propositions often perform poorly due to various restrictions.…
Quantum walks on hypergraphs
Przemysław Sadowski, Łukasz Pawela, Paulina Lewandowska +1
In this work we introduce the concept of a quantum walk on a hypergraph. We show that the staggered quantum walk model is a special case of a quantum walk on a hypergraph.
Quantum distance-based classifier with constant size memory, distributed knowledge and state recycling
Przemysław Sadowski
In this work we examine recently proposed distance-based classification method designed for near-term quantum processing units with limited resources. We further study possibilitie…
Approximation of quantum control correction scheme using deep neural networks
M. Ostaszewski, J. A. Miszczak, P. Sadowski +1
We study the functional relationship between quantum control pulses in the idealized case and the pulses in the presence of an unwanted drift. We show that a class of artificial ne…
Geometrical versus time-series representation of data in quantum control learning
M. Ostaszewski, J. A. Miszczak, P. Sadowski
Recently machine learning techniques have become popular for analysing physical systems and solving problems occurring in quantum computing. In this paper we focus on using such te…