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ORCIDMark A. Novotny
Person information
- affiliation: Mississippi State University, MS, USA
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Journal Articles
- 2022
[j6]Vivek Dixit
, Raja Selvarajan, Tamer Aldwairi, Yaroslav Koshka, Mark A. Novotny, Travis S. Humble, Muhammad Ashraful Alam, Sabre Kais:
Training a Quantum Annealing Based Restricted Boltzmann Machine on Cybersecurity Data. IEEE Trans. Emerg. Top. Comput. Intell. 6(3): 417-428 (2022)- 2021
- [j5]Yaroslav Koshka, Mark A. Novotny:
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. 5(1): 119-129 (2021) - 2020
- [j4]Yaroslav Koshka, Mark A. Novotny:
Comparison of D-Wave Quantum Annealing and Classical Simulated Annealing for Local Minima Determination. IEEE J. Sel. Areas Inf. Theory 1(2): 515-525 (2020) - [j3]Yaroslav Koshka, Mark A. Novotny:
Toward sampling from undirected probabilistic graphical models using a D-Wave quantum annealer. Quantum Inf. Process. 19(9): 353 (2020) - 2018
- [j2]Tamer Aldwairi, Dilina Perera, Mark A. Novotny:
An evaluation of the performance of Restricted Boltzmann Machines as a model for anomaly network intrusion detection. Comput. Networks 144: 111-119 (2018) - 2017
- [j1]Yaroslav Koshka, Dilina Perera, Spencer Hall, Mark A. Novotny:
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. 29(7): 1815-1837 (2017)
Conference and Workshop Papers
- 2022
- [c4]Bhavika Bhalgamiya, Dilina Perera, Mark A. Novotny:
Quantum Annealing Error Mitigation Using Mirror Symmetries on Different Generations of Quantum Annealers. QCE 2022: 844-846 - 2018
- [c3]Yaroslav Koshka, Mark A. Novotny:
2000 Qubit D-Wave Quantum Computer Replacing MCMC for RBM Image Reconstruction and Classification. IJCNN 2018: 1-8 - 2016
- [c2]Yaroslav Koshka, Dilina Perera, Spencer Hall, Mark A. Novotny:
Empirical investigation of the low temperature energy function of the Restricted Boltzmann Machine using a 1000 qubit D-Wave 2X. IJCNN 2016: 1948-1954 - 2002
- [c1]György Korniss, Mark A. Novotny, A. K. Kolakowska, Hasan Guclu:
Statistical properties of the simulated time horizon in conservative parallel discrete-event simulations. SAC 2002: 132-137
Parts in Books or Collections
- 2006
- [p1]Zoltán Toroczkai, György Korniss, Mark A. Novotny, Hasan Guclu:
Scalability, Random Surfaces, and Synchronized Computing Networks. Computational Complexity and Statistical Physics 2006: 249-270
Informal and Other Publications
- 2019
- [i12]Yaroslav Koshka, Mark A. Novotny:
Towards Sampling from Nondirected Probabilistic Graphical models using a D-Wave Quantum Annealer. CoRR abs/1905.00159 (2019) - [i11]Yaroslav Koshka, Mark A. Novotny:
Comparison of D-Wave Quantum Annealing and Classical Simulated Annealing for Local Minima Determination. CoRR abs/1911.03338 (2019) - 2004
- [i10]Lev N. Shchur, Mark A. Novotny:
On the Evolution of Time Horizons in Parallel and Grid Simulations. CoRR cond-mat/0401229 (2004) - [i9]A. K. Kolakowska, Mark A. Novotny, P. S. Verma:
Dynamics of desynchronization in a conservative parallel-update protocol. CoRR cond-mat/0403341 (2004) - [i8]A. K. Kolakowska, Mark A. Novotny:
Desynchronization and Speedup in an Asynchronous Conservative Parallel Update Protocol. CoRR cs.DC/0409032 (2004) - 2003
- [i7]György Korniss, Mark A. Novotny, Hasan Guclu, Zoltán Toroczkai, Per Arne Rikvold:
Suppressing Roughness of Virtual Times in Parallel Discrete-Event Simulations. CoRR cond-mat/0302050 (2003) - [i6]A. K. Kolakowska, Mark A. Novotny, Per Arne Rikvold:
Update statistics in conservative parallel discrete event simulations of asynchronous systems. CoRR cond-mat/0306222 (2003) - 2002
- [i5]A. K. Kolakowska, Mark A. Novotny, György Korniss:
Algorithmic scalability in globally constrained conservative parallel discrete event simulations of asynchronous systems. CoRR cs.DC/0211013 (2002) - 2001
- [i4]György Korniss, Mark A. Novotny, Per Arne Rikvold, Hasan Guclu, Zoltán Toroczkai:
Going through Rough Times: from Non-Equilibrium Surface Growth to Algorithmic Scalability. CoRR cond-mat/0112103 (2001) - 2000
- [i3]György Korniss, Mark A. Novotny, Zoltán Toroczkai, Per Arne Rikvold:
Non-equilibrium Surface Growth and Scalability of Parallel Algorithms for Large Asynchronous Systems. CoRR cond-mat/0002469 (2000) - 1999
- [i2]György Korniss, Zoltán Toroczkai, Mark A. Novotny, Per Arne Rikvold:
From Massively Parallel Algorithms and Fluctuating Time Horizons to Non-equilibrium Surface Growth. CoRR cond-mat/9909114 (1999) - 1998
- [i1]György Korniss, Mark A. Novotny, Per Arne Rikvold:
Parallelization of a Dynamic Monte Carlo Algorithm: a Partially Rejection-Free Conservative Approach. CoRR cond-mat/9812344 (1998)
Coauthor Index
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