PUBlications
Publications by Mark Kon
Explore the scholarly works of the Stochastic Mathematical Machine Learning group leader.
Journal Open Access
- Software For Simulation of Wavelet Matrix Operations and Quantum Transforms
- Mark Kon and Zhiguo Zhang
- 2022
Journal Open Access
- BowSaw: inferring higher-order trait interactions associated with complex biological phenotypes
- Mark Kon and D. Dimucci, and D. Segre
- In: Frontiers in Molecular Biosciences
- DOI: 10.3389/fmolb.2021.663532
- 17 June, 2021
Journal Open Access
- Analytic regularity and stochastic collocation of high dimensional Newton iterates
- Mark Kon and J. Castrillion
- Advances in Computational Mathematics 46
- DOI:10.1007/s10444-020-09791-1
- May 2020
Journal Open Access
- Interpolatory filter banks and interpolatory wavelet packets
- Mark Kon and Z. Zhang
- Journal of Computational and Applied Mathematics 374
- DOI: 10.1016/j.cam.2020.112755
- 15 August 2020
Journal Open Access
- General methods for continuum limits of the quantum walk
- Mark Kon and M. Manighalam
- Quantum Information Processing 19, 379
- DOI: 10.1007/s11128-020-02880-6
- October 2020
Journal Open Access
- Parallelization analysis of space-time bundles and applications in particle physics
- Mark Kon and A. Levichev
- Proceedings of KONT-2019, Sobolev Institute of Mathematics, 385-392
- 2019
Journal Open Access
- Bifurcation Curves of Two-Dimensional Quantum Walks
- Mark Kon and P. Kuklinski
- arXiv:1905.00057v1
- https://arxiv.org/pdf/1905.00057
- 30 Apr 2019
Journal Open Access
- Use of the geometric mean as a statistic for the scale of coupled Gaussian distributions
- Mark Kon and K. Nelson and S. Umarov
- Physica A: Statistical Mechanics and its Applications 515
- https://www.sciencedirect.com/science/article/pii/S0378437118311816
- 1 February 2019
Journal Open Access
- The Marr conjecture and uniqueness of wavelet transforms
- Mark Kon and B. Allen
- Annals of Mathematical Sciences and Applications 3 (2), 473-528
- DOI: 10.4310/AMSA.2018.v3.n2.a4
- 2018
Journal Open Access
- Absorption probabilities of quantum walks
- Mark Kon and P. Kuklinski
- Quantum Information Processing
- DOI: 17:263
- October, 2018
Journal Open Access
- Transcription Factor-DNA Binding Via Machine Learning Ensembles
- Mark Kon and D. DeLisi and Y. Fan
- arXiv:1805.03771
- https://arxiv.org/pdf/1805.03771.pdf
- 2018
Journal Open Access
- Functional analytic regularization in machine learning
- Mark Kon and Y. Fan and L. Raphael
- Preprint
- https://math.bu.edu/people/mkon/M7MathPaperPostDocCorrectionTemplate.pdf
- 2018
Journal Open Access
- Dynamics of Lifespan Evolution
- Mark Kon and R. Gryder
- Proceedings of the First International Conference on Complex Systems
- https://www.dropbox.com/scl/fi/2nazleukdfpdfjwopqmfv/Gryder_Kon.pdf?rlkey=jkiaqt6e0neqjngloc4z4f8gu&e=1&dl=0
- 2018
Journal Open Access
- Optimizing decision tree structures for spectral histopathology
- Mark Kon with X. Mu, S. Remiszewski, A. Ergin and M Diem
- Analyst
- DOI: 10.1039/c8an01303a
- 2018
Journal Open Access
- Machine learning reveals missing edges and putative interaction mechanisms in microbial ecosystem networks
- Mark Kon with D. Dimucci and D. Segre
- MSystems Volume 3 Issue 5 e00181
- DOI: 10.1128/mSystems.00181-18
- September/October 2018
Journal Open Access
- Wavelet sampling and generalization in neural networks
- Mark Kon and Z. Zhang
- Neurocomputing
- DOI: 10.1016/j.neucom.2017.04.054
- May 11, 2017
Journal Open Access
- An application of spectral regularization to machine learning and cancer classification
- Mark Kon and L. Raphael
- Excursions in Harmonic Analysis 5
- https://link.springer.com/chapter/10.1007/978-3-319-54711-4_6
- 2017
Journal Open Access
- Differentiation and integration of machine learning feature vectors
- Mark Kon and X. Mu and A. Pavel
- Machine Learning and Applications 16, IEEE, Washington
- DOI: 10.1109/ICMLA.2016.010
- 2016
Journal Open Access
- On the average uncertainty for systems with nonlinear coupling
- Mark Kon and K. Nelson and S. Umarov
- Physica A
- DOI: 10.1016/j.physa.2016.09.046
- Oct. 27, 2016
Journal Open Access
- A Method for Interpolation Wavelet Construction Using Orthogonal Scaling Functions
- Mark Kon and Z. Zhang
- SPA 2016, Warsaw, 20-35
- 2016
Journal Open Access
- On Relating Interpolation Wavelets to Interpolation Scaling Functions in Multiresolution Analyses
- Mark Kon and Z. Zhang
- Circuits Syst Signal Process (2015) 34:1947–1976
- DOI: 10.1007/s00034-014-9937-8
- June 2015
Journal Open Access
- Real-time simulation of dissipation-driven quantum systems
- Mark Kon and D. Banerjee, F. Hebenstreit, F.J. Jiang, U-J. Wiese
- Proceedings of the International Conference on Lattice Field Theory
- arXiv: 1510.08899
- 2015
Journal Open Access
- Unique Recovery from Edge Information
- Mark Kon and B. Allen
- Sampling Theory and Applications 2015, IEEE
- 2015
Journal Open Access
- Class discovery via bimodal feature selection in unsupervised settings
- Mark Kon and J. Curtis
- Machine Learning and Applications 14, IEEE pp. 699-702
- DOI: 10.1109/ICMLA.2015.206
- 2015
Journal Open Access
- Real-time simulation of large open quantum spin systems driven by dissipation
- Mark Kon and D. Banerjee, F.-J. Jiang and U.-J. Wiese
- Phys. Rev. B (Rapid Communications) 90, 241104(R)
- DOI: 10.1103/PhysRevB.90.241104
- 2014
Journal Open Access
- Computational methods for analysis of transcriptional networks
- Mark Kon and Y. Fan and C. DeLisi
- Springer Handbook of Bioinformatics, Springer-Verlag, Berlin, 327-354
- 2014
Journal Open Access
- Ensemble machine methods for analysis of transcription factor and DNA interactions
- Mark Kon and Y. Fan and C. DeLisi
- Preprint
- 2014
Journal Open Access
- On the probabilistic continuous complexity conjecture
- Mark Kon
- arXiv: 1212.1263
- 2012
Journal Open Access
- Current trends in genome-wide association studies
- Mark Kon and T. Yang and C. DeLisi
- Data Mining for Systems Biology, Hiroshi Mamitsuka and Minoru Kanehisa, eds., Springer-Verlag
- 2012
Journal Open Access
- Pathway-based classification of cancer subtypes
- Mark Kon and S. Kim and C. DeLisi
- Biology Direct (2012), 7:21
- DOI :10.1186/1745-6150-7-21
- 3 July 2012
Journal Open Access
- Marie-Charlotte Brandenburg and Chiara Meroni
- Intersection bodies of polytopes : translations and convexity
- In: Journal of algebraic combinatorics, (2024)
- BibTex
- DOI: 10.1007/s10801-024-01328-9
Journal Open Access
- Marie-Charlotte Brandenburg and Chiara Meroni
- Intersection bodies of polytopes : translations and convexity
- In: Journal of algebraic combinatorics, (2024)
- BibTex
- DOI: 10.1007/s10801-024-01328-9
Journal Open Access
- Marie-Charlotte Brandenburg and Chiara Meroni
- Intersection bodies of polytopes : translations and convexity
- In: Journal of algebraic combinatorics, (2024)
- BibTex
- DOI: 10.1007/s10801-024-01328-9
CONTACT
Stochastic Machine Learning Group
- Department of Mathematics and Statistics Boston University, 665 Commonwealth Ave. Boston, MA 02215
- + (617) 353-9549
- jcandas@bu.edu
- mkon@math.bu.edu
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