# Yaroslav Koshka

According to our database

Collaborative distances:

^{1}, Yaroslav Koshka authored at least 7 papers between 2016 and 2021.Collaborative distances:

## 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