Yaroslav Koshka
Orcid: 0000-0001-7882-4366
According to our database1,
Yaroslav Koshka
authored at least 9 papers
between 2016 and 2023.
Collaborative distances:
Collaborative distances:
Timeline
Legend:
Book In proceedings Article PhD thesis Dataset OtherLinks
On csauthors.net:
Bibliography
2023
Proceedings of the IEEE International Conference on Quantum Computing and Engineering, 2023
2022
Training a Quantum Annealing Based Restricted Boltzmann Machine on Cybersecurity Data.
IEEE Trans. Emerg. Top. Comput. Intell., 2022
2021
Comparison of Use of a 2000 Qubit D-Wave Quantum Annealer and MCMC for Sampling, Image Reconstruction, and Classification.
IEEE Trans. Emerg. Top. Comput. Intell., 2021
2020
Toward sampling from undirected probabilistic graphical models using a D-Wave quantum annealer.
Quantum Inf. Process., 2020
Comparison of D-Wave Quantum Annealing and Classical Simulated Annealing for Local Minima Determination.
IEEE J. Sel. Areas Inf. Theory, 2020
2019
Towards Sampling from Nondirected Probabilistic Graphical models using a D-Wave Quantum Annealer.
CoRR, 2019
2018
2000 Qubit D-Wave Quantum Computer Replacing MCMC for RBM Image Reconstruction and Classification.
Proceedings of the 2018 International Joint Conference on Neural Networks, 2018
2017
Determination of the Lowest-Energy States for the Model Distribution of Trained Restricted Boltzmann Machines Using a 1000 Qubit D-Wave 2X Quantum Computer.
Neural Comput., 2017
2016
Empirical investigation of the low temperature energy function of the Restricted Boltzmann Machine using a 1000 qubit D-Wave 2X.
Proceedings of the 2016 International Joint Conference on Neural Networks, 2016