Yaroslav Koshka

According to our database1, Yaroslav Koshka authored at least 7 papers between 2016 and 2021.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of five.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Other 

Links

On csauthors.net:

Bibliography

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


  Loading...