publications

List of publications in MTMT2

Publications with citations in Google scholar

Publications in Mathscinet

List of publications (books, journal papers, etc.)

Selected list of publications with pdf or ps files

Bolla, M., Reittu, H. and Zhou, D., Structure and noise in dense and sparse random graphs: Percolated stochastic block model via EM algorithm and belief propagation with non-backtracking spectra (2024), arXiv preprint.

Bolla, M., Reittu, H. and Abdelkhalek, F., Clustering the Nodes of Sparse Edge-Weighted Graphs via Non-Backtracking Spectra (2024). Conference paper. In: Arai, K. (eds) Advances of Information and Communication, FICC2025. Springer Lecture Notes in Networks and Systems, vol. 1284. Springer, Chem. (2025), https://link.springer.com/chapter/10.1007/978-3-031-85363-0_6.

Bolla, M., Ye, D., Wang, H., Ma, R., Frappier, V., Thompson, W., Donner, C., Baranyi, M. and Abdelkhalek, F., Causal Vector Autoregression Enhanced with Covariance and Order Selection, Econometrics 11 (2023), 7 (30 pages).

Bolla, M., Winstein, V., You, T., Seidl, F., Abdelkhalek, F., Regularity-based spectral clustering and mapping the Fiedler-carpet, Special Matrices Vol. 10, (2022), 394-416 (De Gruyter Open).

Bolla, M. et al., Regularity based spectral clustering and mapping the Fiedler-carpet (2021), arXiv version.

Bolla, M., Szabados, T., Baranyi, M., Abdelkhalek, F., Block circulant matrices and the spectra of multivariate stationary time sequences, Special Matrices Vol. 9, (2021), 36-51 (De Gruyter Open).

Baranyi, M., Bolla, M., Iterated Conditional Expectation Algorithm on DAGs and Regression Graphs, Econometrics and Statistics 20 (2021), 131-152. Open access: https://doi.org/10.1016/j.ecosta.2020.05.003

Bolla, M., Abdelkhalek, F., K\'alm\'an's Filtering Technique in Structural Equation Modeling, Stud. Univ. Babes-Bolyai Math. 66 (2021), No. 1, 179-196.

Bolla, M., Generalized quasirandom properties of expanding graph sequences, Nonlinearity Vol. 33, No. 4 (2020), 1405-1424.

Bolla, M., Az elo legenda: C. R. Rao 100 eves, Erinto, Elektronikus Matematikai Lapok 17, 1008 (2020 szeptember). download

Bolla, M., Mala, J., Elbanna, A., Estimating parameters of a directed weighted graph model with beta-distributed edge-weights, Journal of Mathematical Sciences 237, No.05 (2019), 611-620.

H. Reittu, I. Norros, T. Räty, M. Bolla, F. Bazsó, Regular decomposition of large graphs: foundation of a sampling approach to stochastic block model fitting, Data Science and Engineering} (2019), 1-17.

Bolla, M., Abdelkhalek, F., Baranyi, M., Graphical models, regression graphs, and recursive linear regression in a unified way, Acta Scientiarum Mathematicarum (Szeged) 85 (2019), 9--57.

M. Bolla, A. Elbanna, Discrepancy minimizing spectral clustering, Discrete Applied Mathematics 243 (2018), 286-289. Published online, http://dx.doi.org/10.1016/j.dam.2018.02.016

M. Bolla, Factor Analysis, Dynamic (2017). Wiley StatsRef: Statistics Reference Online: 1-15. John Wiley\&Sons, Ltd. ISBN 9781118445112. download

Bolla, M., Elbanna, A., Multiple interaction strategies in networks related to graph spectra and dominant sets, Libertas Mathematica (new series) 37 (2017), no. 1. 1-24.

Bolla, M., Elbanna, A., Mala, J., Estimating parameters of a directed weighted graph model with beta-distributed edge-weights, arXiv:1508.04369v3 (2017), to appear in J. Math. Sciences download

M. Bolla, Relating multiway discrepancy and singular values of nonnegative rectangular matrices, Discrete Applied Mathematics 203 (2016), 26-34. Published online, http://dx.doi.org/10.1016/j.dam.2015.09.013

Bolla, M., Kim, E., Koo, C. W., Properties of the multiway discrepancy (2016), arXiv:1609.08079 [MATH.CO] download

M. Bolla, M., A. Elbanna, Matrix and discrepancy view of generalized random and quasirandom graphs graphs, Special Matrices (De Gruyter Open) , Volume 4, Issue 1, pp. 31--45 (2016).

M. Bolla, B. Bullins, S. Chaturapruek, S. Chen, K. Friedl, Spectral properties of modularity matrices, Linear Algebra and Its Applications 73 (2015), 359-376.

M. Bolla, A. Elbanna, Estimating parameters of a probabilistic heterogeneous block model via the EM algorithm, Journal of Probability and Statistics, vol. 2015, Article ID 657965, 14 pages, (2015).

M. Bolla, SVD, discrepancy, and regular structure of contingency tables, Discrete Applied Mathematics 176 (2014), 3-11.

M. Bolla, Modularity spectra, eigen-subspaces, and structure of weighted graphs, European Journal of Combinatorics 35 (2014) 105-116.

M. Bolla, General latent variable models of PLS enhanced with spectral techniques and representations in Hilbert spaces, In Book of Abstracts of the 8th International PLS conference, Paris (2014) 37-38.

M. Bolla, Spectral Clustering and Biclustering. Learning Large Graphs and Contingency Tables. Wiley, 2013 (more information)

M. Bolla, Penalized versions of the Newman-Girvan modularity and their relation to normalized cuts and k-means clustering, Physical Review E, Vol 84, 016108 (2011)

M. Bolla, T. Kói, A. Krámli, Testability of minimum balanced multiway cut densities, Discrete Applied Mathematics 160 (2012) 1019-1027

M. Bolla, Spectra and structure of weighted graphs, Electronic Notes in Discrete Mathematics 38 (2011) 149-154

M. Bolla, Beyond the expanders, International Journal of Combinatorics, Paper 787596 (2011)

M. Bolla, K. Friedl, A. Krámli, Singular value decomposition of large random matrices (for two-way classification of microarrays), Journal of Multivariate Analysis 101 (2010) 434-446

M. Bolla, A. Kurdyukova, Dynamic factors of macroeconomic data, Annals of Univ. Craiova 37 (4) (2010) 18-28.

M. Bolla, Statistical inference on large contingency tables: convergence, testability, stability, Proc. of the COMPSTAT'2010: 19th International Conference on Computational Statistics, Paris. Physica-Verlag, Springer (2010), 817-824

M. Bolla, Noisy random graphs and their Laplacians, Discrete Mathematics 308 (2008) 4221-4230

M. Bolla, Recognizing linear structure in noisy matrices, Lin. Alg. Appl. 402 (2005) 228-244

Bolla Marianna, Krámli András: Statisztikai következtetések elmélete, Typotex, Budapest, 2005, 2012 (more information)

M. Bolla, Distribution of the eigenvalues of random block-matrices, Lin. Alg. Appl. 377 (2004) 219-240

M. Bolla, G. Molnár--Sáska, Isoperimetric properties of weighted graphs related to the Laplacian spectrum and canonical correlation, Studia Sci. Math. Hun. 39 (2002) 425-441

M. Bolla, Gy. Michaletzky, G. Tusnády, and M. Ziermann, Extrema of sums of heterogeneous quadratic forms, Lin. Alg. Appl. 269 (1998) 331-365

M. Bolla, G. Tusnády, Spectra and optimal partitions of weighted graphs, Discrete Mathematics 128 (1994) 1-20

M. Bolla, Spectra, Euclidean representations and clusterings of hypergraphs, Discrete Mathematics 117 (1993) 19-39

M. Bolla, G. Tusnády, Hipergráfok összefüggöségének vizsgálata a spektrumon keresztül (in Hungarian), Mat. Lapok 95/1-2 (2000) 1-27 (in Hungarian)