Quantum Machine Learning
256 papers for year 2021
Quantum Machine Learning Research Context
This category covers quantum machine learning research, including quantum kernels, variational classifiers, hybrid learning systems, generative models, and QML benchmarks.
Showing 1-12 of 256
‘Why don’t you just tell us what light really is?’ Easy-to-implement teaching materials that link quantum physics to nature of science
Kirsten Stadermann, Martin Goedhart
3D-Container Loading Problem with a Distribution Plan Based on Hybrid Quantum Genetic Algorithm
HUANG YINGYI, HUANG SHENFA, JIN CHUN
A Case For Noisy Shallow Gate-Based Circuits In Quantum Machine Learning
Patrick Selig, Niall Murphy, Ashwin Sundareswaran R, David Redmond, Simon Caton
A Cost and Power Feasibility Analysis of Quantum Annealing for NextG Cellular Wireless Networks
Srikar Kasi, P. A. Warburton, John Kaewell, Kyle Jamieson
A Four-Party Quantum Secret-Sharing Scheme based on Grover's Search Algorithm
Deepa Rathi, Farhan Musanna, Sanjeev Kumar
A Method to Compute the Schrieffer-Wolff Generator for Analysis of Quantum Memory.
Kim DH, Lee SY, Jo Y, Kim DY, Kim Z, Jeong T.
A proposal of adaptive parameter tuning for robust stabilizing control of $N$--level quantum angular momentum systems
Shoju Enami, Kentaro Ohki
A quantum algorithm for training wide and deep classical neural networks
Alexander Zlokapa, Hartmut Neven, Seth Lloyd
A Quantum Annealing Approach to Reduce Covid-19 Spread on College Campuses
James Sud, Victor Li
A Quantum Generative Adversarial Network for distributions
Amine Assouel, Antoine Jacquier, Alexei Kondratyev
A Quantum-Classical Hybrid Method for Image Classification and Segmentation
Sayantan Pramanik, M Girish Chandra, C V Sridhar, Aniket Kulkarni, Prabin Sahoo, Vishwa Chethan D, Hrishikesh Sharma, Ashutosh Paliwal, Vidyut Navelkar, Sudhakara Poojary, Pranav Shah, Manoj Nambiar
A trustless decentralized protocol for distributed consensus of public quantum random numbers
Lac Nguyen, Jeevanandha Ramanathan, Michelle Mei Wang, Yong Meng Sua, Yuping Huang