Selected Publications
Recent Publications: [Google Scholar] or [CV]
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2019
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Convergence Rates for Empirical Estimation of Binary Classification Bounds
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S. Yasaei Sekeh, M. Noshad, K. Moon, and A. Hero
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Entropy (Special Issue on Robust Procedures for Estimating and Testing in the Framework of Divergence Measures), 21(12), pp. 1144, Nov. 2019.
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Geometric Online Adaptation: Graph-Based OSFS for Streaming Samples
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S. Yasaei Sekeh, m. Ganesh, Sh. Banerjee, J. Corso, A. Hero,
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Available on arXiv: 1910.01182
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Geometric Estimation of Multivariate Dependency
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S. Yasaei Sekeh and A. Hero
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Entropy (Special Issue on Women in Information Theory), 21(8), 787-841, 2019 - Invited
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Feature Selection for multi-labeled variables via Dependency Maximization
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S. Yasaei Sekeh and A. Hero
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IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2019.
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2018
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Learning to Bound the Multi-class Bayes Error
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S. Yasaei Sekeh, B. Oselio, and A. Hero
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under review, IEEE Transactions on Signal Processing, Available on arXiv: 1811.06419
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Multi-class Bayes error estimation with a global minimal spanning tree
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S. Yasaei Sekeh, B. Oselio, and A. Hero
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Allerton Conference on Communication, Control, and Computing, 2018
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A dimension-independent discriminant between distributions
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S. Yasaei Sekeh, B. Oselio, and A. Hero
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IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2018
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2017
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Estimation of information divergences using nearest neighbor ratios
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M. Noshad, K. Moon, S. Yasaei Sekeh, and A. Hero, Direct
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IEEE International Symposium on Information Theory (ISIT), June 2017
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Information theoretic structure learning with confidence
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K. Moon, M. Noshad, S. Yasaei Sekeh, and A. Hero
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IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), March 2017 (Invited Paper)
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2016
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Basic Inequalities for Weighted Entropies
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Y. Suhov, I. Stuhl, S. Yasaei Sekeh and M. Kelbert
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Aequat. Math. Vol 90: 4, pp. 817-848, August 2016.
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Probability density function of inplane permeability of fibrous media: Constant Kozeny coefficient
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M. Bodaghi, S. Yasaei Sekeh, and N. Correia
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available on arXiv: 1601.02681
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2015
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Weighted Gaussian Entropy and Determinant Inequalities
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Y. Suhov, S. Yasaei Sekeh, and I. Stuhl
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Technical Report, May 2015, available on arXiv: 1505.01753
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Extended Inequalities for Weighted Rnyi Entropy Involving Generalized Gaussian Densities
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S. Yasaei Sekeh
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Technical Report, September 2015, available on arXiv: 1509.02190​​
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Results on the solutions of maximum weighted Rnyi entropy problems
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S. Yasaei Sekeh
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Technical Report, October 2015, available on arXiv: 1510.07461
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Entropy-Power Inequality for Weighted Entropy
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Y. Suhov, S. Yasaei Sekeh, and M. Kelbert
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Technical Report, February 2015, available on arXiv: 1502.02188
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An Extension of the Ky Fan Inequality
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Y. Suhov and S. Yasaei Sekeh
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Technical Report, April 2015, available on arXiv: 1504.01166
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On Relative Weighted Entropies With Central Moments Weight Functions
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S. Yasaei Sekeh and A. Polpo
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Technical Report June 2015, available on arXiv: 1506.04933
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Weighted Cumulative Entropies: An Extension of CRE and CE
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Y. Suhov and S. Yasaei Sekeh
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Technical Report, July 2015, available on arXiv: 1507.07051
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A Short Note on Estimation of WCRE and WCE
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S. Yasaei Sekeh
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Technical Report, August 2015, available on arXiv: 1508.04742
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A Note on Double Truncated (Interval) Weighted Cumulative Entropies
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S. Yasaei Sekeh, G. R. Mohtashami Borzadran, and A. H. Rezaei Roknabadi
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Technical Report, August 2015, available on arXiv:1508.00246
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2014
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Comparison Results for Garch Processes
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F. Bellini, F. Pellerey, C. Sgarra, and S. Yasaei Sekeh
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Journal of Applied Probability, Vol. 51, N. 3, 685-698, 2014
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Springer proceeding in Mathematics and Statistics
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S. Yasaei Sekeh, Bayesian Weighted Information Measures
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Interdisciplinary Bayesian Statistics, EBEB, Brazil, pp. 282-296, 2014
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Some Results Based on a Version of the Generalized Dynamic Entropies
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S. Yasaei Sekeh, G. R. Mohtashami Borzadran, and A. H. Rezaei Roknabadi
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Communications in Statistics - Theory and Methods, Vol. 43, Issue. 14, 2989-3006, 2014
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2012
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Comparisons of Concordance in Additive Models
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F. Pellerey, M. Shaked, and S. Yasaei Sekeh
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Statistics Probability Letters, Vol. 82, 2059-2067, 2012
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Some Results Based on Weighted Dynamic Entropies
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S. Yasaei Sekeh, G. R. Mohtashami Borzadran and A. H. Rezaei Roknabadi
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Rend. Sem. Mat. Univ. Politec. Torino, Vol. 70, No. 4 , 2012
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The Role of Transformation for Versions of the Entropy for Univariate Distribution
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S. Yasaei Sekeh, G. R. Mohtashami Borzadran, and A. H. Rezaei Roknabadi
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Iranian Journal of Mathematical Science and Informatics, IJMSI, 2012
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