Quantum Machine Learning
256 papers for year 2021
Showing 133-144 of 256
Nuwa: A Quantum Circuit Transpiler Based on a Finite-Horizon Heuristic for Placement and Routing
Shengru Ren, KaWai Chen, Navid Ghadermarzy, Brandon Nguyen, Yanhao Huang, Pooya Ronagh
On Circuit-based Hybrid Quantum Neural Networks for Remote Sensing Imagery Classification
Alessandro Sebastianelli, Daniela A. Zaidenberg, Dario Spiller, Bertrand Le Saux, Silvia Liberata Ullo
On Feynman's Discussion of Classical Physics Failing at Specific Heat
Blake C. Stacey
On nonlinear transformations in quantum computation
Zoë Holmes, Nolan Coble, Andrew T. Sornborger, Yiğit Subaşı
On the challenges of using D-Wave computers to sample Boltzmann Random Variables
Thomas Pochart, Paulin Jacquot, Joseph Mikael
On the effects of biased quantum random numbers on the initialization of artificial neural networks
Raoul Heese, Moritz Wolter, Sascha Mücke, Lukas Franken, Nico Piatkowski
Online quantum time series processing with random oscillator networks
Johannes Nokkala
Open Problems Related to Quantum Query Complexity
Scott Aaronson
Optimal control of quantum thermal machines using machine learning
Ilia Khait, Juan Carrasquilla, Dvira Segal
Optimization of Sources of Circulating Cell-Free DNA Variability for Downstream Molecular Analysis.
Till JE, Black TA, Gentile C, Abdalla A, Wang Z, Sangha HK, Roth JJ, Sussman R, Yee SS, O'Hara MH, Thompson JC, Aggarwal C, Hwang WT, Elenitoba-Johnson KSJ, Carpenter EL.
Optimized Machine Learning: Training and Classification Performance Using Quantum Computing
Mukta Nivelkar, S. G. Bhirud
Optimizing Quantum Variational Circuits with Deep Reinforcement Learning
Owen Lockwood