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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

    • S. Yasaei Sekeh, M. Noshad, K. Moon, and A. Hero

    • 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

    • S. Yasaei Sekeh, m. Ganesh, Sh. Banerjee, J. Corso, A. Hero,

    • Available on arXiv: 1910.01182

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  • Geometric Estimation of Multivariate Dependency

    • S. Yasaei Sekeh and A. Hero

    • 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

    • S. Yasaei Sekeh and A. Hero

    • 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

    • S. Yasaei Sekeh, B. Oselio, and A. Hero

    • 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

    • S. Yasaei Sekeh, B. Oselio, and A. Hero

    • Allerton Conference on Communication, Control, and Computing, 2018

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  • A dimension-independent discriminant between distributions

    • S. Yasaei Sekeh, B. Oselio, and A. Hero

    • 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

    • M. Noshad, K. Moon, S. Yasaei Sekeh, and A. Hero, Direct

    • IEEE International Symposium on Information Theory (ISIT), June 2017

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  • Information theoretic structure learning with confidence

    • K. Moon, M. Noshad, S. Yasaei Sekeh, and A. Hero

    • 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

    • Y. Suhov, I. Stuhl, S. Yasaei Sekeh and M. Kelbert

    • 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

    • M. Bodaghi, S. Yasaei Sekeh, and N. Correia

    • available on arXiv: 1601.02681

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2015

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  • Weighted Gaussian Entropy and Determinant Inequalities

    • Y. Suhov, S. Yasaei Sekeh, and I. Stuhl

    • Technical Report, May 2015, available on arXiv: 1505.01753

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  • Extended Inequalities for Weighted Rnyi Entropy Involving Generalized Gaussian Densities

    • S. Yasaei Sekeh

    • Technical Report, September 2015, available on arXiv: 1509.02190​​

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  • Results on the solutions of maximum weighted Rnyi entropy problems

    • S. Yasaei Sekeh

    • Technical Report, October 2015, available on arXiv: 1510.07461

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  • Entropy-Power Inequality for Weighted Entropy

    • Y. Suhov, S. Yasaei Sekeh, and M. Kelbert

    • Technical Report, February 2015, available on arXiv: 1502.02188

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  • An Extension of the Ky Fan Inequality

    • Y. Suhov and S. Yasaei Sekeh

    • Technical Report, April 2015, available on arXiv: 1504.01166

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  • On Relative Weighted Entropies With Central Moments Weight Functions

    • S. Yasaei Sekeh and A. Polpo

    • Technical Report June 2015, available on arXiv: 1506.04933

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  • Weighted Cumulative Entropies: An Extension of CRE and CE

    • Y. Suhov and S. Yasaei Sekeh

    • Technical Report, July 2015, available on arXiv: 1507.07051

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  • A Short Note on Estimation of WCRE and WCE

    • S. Yasaei Sekeh

    • Technical Report, August 2015, available on arXiv: 1508.04742

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  • A Note on Double Truncated (Interval) Weighted Cumulative Entropies

    • S. Yasaei Sekeh, G. R. Mohtashami Borzadran, and A. H. Rezaei Roknabadi

    • Technical Report, August 2015, available on arXiv:1508.00246

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2014

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  • Comparison Results for Garch Processes

    • F. Bellini, F. Pellerey, C. Sgarra, and S. Yasaei Sekeh

    • Journal of Applied Probability, Vol. 51, N. 3, 685-698, 2014

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  • Springer proceeding in Mathematics and Statistics

    • S. Yasaei Sekeh, Bayesian Weighted Information Measures

    • Interdisciplinary Bayesian Statistics, EBEB, Brazil, pp. 282-296, 2014

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  • Some Results Based on a Version of the Generalized Dynamic Entropies

    • S. Yasaei Sekeh, G. R. Mohtashami Borzadran, and A. H. Rezaei Roknabadi

    • 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

    • F. Pellerey, M. Shaked, and S. Yasaei Sekeh

    • Statistics Probability Letters, Vol. 82, 2059-2067, 2012

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  • Some Results Based on Weighted Dynamic Entropies

    • S. Yasaei Sekeh, G. R. Mohtashami Borzadran and A. H. Rezaei Roknabadi

    • 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

    • S. Yasaei Sekeh, G. R. Mohtashami Borzadran, and A. H. Rezaei Roknabadi

    • Iranian Journal of Mathematical Science and Informatics, IJMSI, 2012

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