Mark A. Novotny

23 papers B 2Misc 2Journal 18
YearRankTypeTitle / Venue / Authors
2022 Misc conf
Quantum Annealing Error Mitigation Using Mirror Symmetries on Different Generations of Quantum Annealers.
QCE
Bhavika Bhalgamiya, Dilina Perera, Mark A. Novotny
2022 J jnl
Training a Quantum Annealing Based Restricted Boltzmann Machine on Cybersecurity Data.
IEEE Trans. Emerg. Top. Comput. Intell.
Vivek Dixit, Raja Selvarajan, Tamer Aldwairi, Yaroslav Koshka, Mark A. Novotny, Travis S. Humble, Muhammad Ashraful Alam, Sabre Kais
2021 J jnl
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.
Yaroslav Koshka, Mark A. Novotny
2020 J jnl
Comparison of D-Wave Quantum Annealing and Classical Simulated Annealing for Local Minima Determination.
IEEE J. Sel. Areas Inf. Theory
Yaroslav Koshka, Mark A. Novotny
2020 J jnl
Toward sampling from undirected probabilistic graphical models using a D-Wave quantum annealer.
Quantum Inf. Process.
Yaroslav Koshka, Mark A. Novotny
2019 J jnl
Comparison of D-Wave Quantum Annealing and Classical Simulated Annealing for Local Minima Determination.
CoRR
Yaroslav Koshka, Mark A. Novotny
2019 J jnl
Towards Sampling from Nondirected Probabilistic Graphical models using a D-Wave Quantum Annealer.
CoRR
Yaroslav Koshka, Mark A. Novotny
2018 B conf
2000 Qubit D-Wave Quantum Computer Replacing MCMC for RBM Image Reconstruction and Classification.
IJCNN
Yaroslav Koshka, Mark A. Novotny
2018 J jnl
An evaluation of the performance of Restricted Boltzmann Machines as a model for anomaly network intrusion detection.
Comput. Networks
Tamer Aldwairi, Dilina Perera, Mark A. Novotny
2017 J jnl
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.
Yaroslav Koshka, Dilina Perera, Spencer Hall, Mark A. Novotny
2016 B conf
Empirical investigation of the low temperature energy function of the Restricted Boltzmann Machine using a 1000 qubit D-Wave 2X.
IJCNN
Yaroslav Koshka, Dilina Perera, Spencer Hall, Mark A. Novotny
2006 — ch.
Scalability, Random Surfaces, and Synchronized Computing Networks.
Computational Complexity and Statistical Physics
Zoltán Toroczkai, György Korniss, Mark A. Novotny, Hasan Guclu
2004 J jnl
Desynchronization and Speedup in an Asynchronous Conservative Parallel Update Protocol
CoRR
A. K. Kolakowska, Mark A. Novotny
2004 J jnl
Dynamics of desynchronization in a conservative parallel-update protocol
CoRR
A. K. Kolakowska, Mark A. Novotny, P. S. Verma
2004 J jnl
On the Evolution of Time Horizons in Parallel and Grid Simulations
CoRR
Lev N. Shchur, Mark A. Novotny
2003 J jnl
Suppressing Roughness of Virtual Times in Parallel Discrete-Event Simulations
CoRR
György Korniss, Mark A. Novotny, Hasan Guclu, Zoltán Toroczkai, Per Arne Rikvold
2003 J jnl
Update statistics in conservative parallel discrete event simulations of asynchronous systems
CoRR
A. K. Kolakowska, Mark A. Novotny, Per Arne Rikvold
2002 J jnl
Algorithmic scalability in globally constrained conservative parallel discrete event simulations of asynchronous systems
CoRR
A. K. Kolakowska, Mark A. Novotny, György Korniss
2002 Misc conf
Statistical properties of the simulated time horizon in conservative parallel discrete-event simulations.
SAC
György Korniss, Mark A. Novotny, A. K. Kolakowska, Hasan Guclu
2001 J jnl
Going through Rough Times: from Non-Equilibrium Surface Growth to Algorithmic Scalability
CoRR
György Korniss, Mark A. Novotny, Per Arne Rikvold, Hasan Guclu, Zoltán Toroczkai
2000 J jnl
Non-equilibrium Surface Growth and Scalability of Parallel Algorithms for Large Asynchronous Systems
CoRR
György Korniss, Mark A. Novotny, Zoltán Toroczkai, Per Arne Rikvold
1999 J jnl
From Massively Parallel Algorithms and Fluctuating Time Horizons to Non-equilibrium Surface Growth
CoRR
György Korniss, Zoltán Toroczkai, Mark A. Novotny, Per Arne Rikvold
1998 J jnl
Parallelization of a Dynamic Monte Carlo Algorithm: a Partially Rejection-Free Conservative Approach
CoRR
György Korniss, Mark A. Novotny, Per Arne Rikvold