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David Burshtein

Professor

 https://orcid.org/0000-0001-7255-1360
1985 …2024

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  • 2023

    Semi-Supervised Variational Inference over Nonlinear Channels

    Burshtein, D. & Bery, E., 2023, 2023 IEEE 24th International Workshop on Signal Processing Advances in Wireless Communications, SPAWC 2023 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 611-615 5 p. (IEEE Workshop on Signal Processing Advances in Wireless Communications, SPAWC).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    1 Scopus citations
  • 2022

    Improving Belief Propagation List Decoding of Polar Codes by Post-Processing

    Urman, Y., Mogilevsky, G. & Burshtein, D., 2022, 2022 IEEE International Symposium on Information Theory, ISIT 2022. Institute of Electrical and Electronics Engineers Inc., p. 2571-2576 6 p. (IEEE International Symposium on Information Theory - Proceedings; vol. 2022-June).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • 2021

    Efficient Maximum Likelihood Decoding of Polar Codes over the Binary Erasure Channel

    Urman, Y. & Burshtein, D., 12 Jul 2021, 2021 IEEE International Symposium on Information Theory, ISIT 2021 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 1600-1605 6 p. (IEEE International Symposium on Information Theory - Proceedings; vol. 2021-July).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    3 Scopus citations
  • 2020

    Feedback Channel Communication with Low Precision Arithmetic

    Urman, Y. & Burshtein, D., Jun 2020, 2020 IEEE International Symposium on Information Theory, ISIT 2020 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 2067-2072 6 p. 9174043. (IEEE International Symposium on Information Theory - Proceedings; vol. 2020-June).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    2 Scopus citations
  • 2019

    Blind Vocoder Speech Reconstruction using Generative Adversarial Networks

    Blum, Y. & Burshtein, D., Dec 2019, 2019 IEEE International Workshop on Information Forensics and Security, WIFS 2019. Institute of Electrical and Electronics Engineers Inc., 9035106. (2019 IEEE International Workshop on Information Forensics and Security, WIFS 2019).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • On Polar Coding for Binary Dirty Paper

    Beilin, B. & Burshtein, D., Jul 2019, 2019 IEEE International Symposium on Information Theory, ISIT 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 1402-1406 5 p. 8849333. (IEEE International Symposium on Information Theory - Proceedings; vol. 2019-July).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    3 Scopus citations
  • 2018

    Blind channel equalization using variational autoencoders

    Caciularu, A. & Burshtein, D., 3 Jul 2018, 2018 IEEE International Conference on Communications Workshops, ICC Workshops 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 1-6 6 p. (2018 IEEE International Conference on Communications Workshops, ICC Workshops 2018 - Proceedings).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    42 Scopus citations

  • Near Maximum Likelihood Decoding with Deep Learning

    Nachmani, E., bachar, Y., Marciano, E., Burshtein, D. & Beery, Y., 21 Feb 2018, International Zurich Seminar on Information and Communication (IZS 2018). Zurich, Switzerland, p. 40-44

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
  • 2017

    Learning to decode linear codes using deep learning

    Nachmani, E., Be'Ery, Y. & Burshtein, D., 10 Feb 2017, 54th Annual Allerton Conference on Communication, Control, and Computing, Allerton 2016. Institute of Electrical and Electronics Engineers Inc., p. 341-346 6 p. 7852251. (54th Annual Allerton Conference on Communication, Control, and Computing, Allerton 2016).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    395 Scopus citations

  • Performance bounds of concatenated polar coding schemes

    Goldin, D. & Burshtein, D., 9 Aug 2017, 2017 IEEE International Symposium on Information Theory, ISIT 2017. Institute of Electrical and Electronics Engineers Inc., p. 2603-2607 5 p. 8007000. (IEEE International Symposium on Information Theory - Proceedings).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    1 Scopus citations
  • 2016

    Block successive cancellation decoding of polarization-based codes

    Goldin, D. & Burshtein, D., 17 Oct 2016, 2016 9th International Symposium on Turbo Codes and Iterative Information Processing: Paths to 5G and Beyond, ISTC 2016. IEEE Computer Society, p. 256-260 5 p. 7593116. (International Symposium on Turbo Codes and Iterative Information Processing, ISTC; vol. 2016-October).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    2 Scopus citations
  • 2015

    Coding for asymmetric side information channels with applications to polar codes

    Burshtein, D., 28 Sep 2015, Proceedings - 2015 IEEE International Symposium on Information Theory, ISIT 2015. Institute of Electrical and Electronics Engineers Inc., p. 1527-1531 5 p. 7282711. (IEEE International Symposium on Information Theory - Proceedings; vol. 2015-June).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    6 Scopus citations

  • On the finite length scaling of ternary polar codes

    Goldin, D. & Burshtein, D., 28 Sep 2015, Proceedings - 2015 IEEE International Symposium on Information Theory, ISIT 2015. Institute of Electrical and Electronics Engineers Inc., p. 226-230 5 p. 7282450. (IEEE International Symposium on Information Theory - Proceedings; vol. 2015-June).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    4 Scopus citations
  • 2014

    Gap to capacity in concatenated Reed-Solomon polar coding scheme

    Goldin, D. & Burshtein, D., 2014, 2014 IEEE International Symposium on Information Theory, ISIT 2014. Institute of Electrical and Electronics Engineers Inc., p. 2992-2996 5 p. 6875383. (IEEE International Symposium on Information Theory - Proceedings).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • On the scaling of the blocklength in some polar coding schemes

    Burshtein, D. & Goldin, D., 2014, 2014 IEEE International Symposium on Information Theory, ISIT 2014. Institute of Electrical and Electronics Engineers Inc., p. 126-130 5 p. 6874808. (IEEE International Symposium on Information Theory - Proceedings).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    1 Scopus citations
  • 2012

    Bounds on the belief propagation threshold of non-binary LDPC codes

    Geller, L. & Burshtein, D., 2012, 2012 IEEE Information Theory Workshop, ITW 2012. p. 357-361 5 p. 6404692. (2012 IEEE Information Theory Workshop, ITW 2012).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    1 Scopus citations

  • Polar write once memory codes

    Burshtein, D. & Strugatski, A., 2012, 2012 IEEE International Symposium on Information Theory Proceedings, ISIT 2012. p. 1972-1976 5 p. 6283644. (IEEE International Symposium on Information Theory - Proceedings).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    11 Scopus citations
  • 2011

    Efficient methods for bounding the fractional distance of LDPC codes and obtaining fundamental polytopes of nonbinary and generalized codes

    Burshtein, D. & Goldenberg, I., 2011, 2011 IEEE International Symposium on Information Theory Proceedings, ISIT 2011. p. 1263-1267 5 p. 6033739. (IEEE International Symposium on Information Theory - Proceedings).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • The approximate maximum-likelihood certificate

    Goldenberg, I. & Burshtein, D., 2011, 2011 IEEE International Symposium on Information Theory Proceedings, ISIT 2011. p. 1278-1282 5 p. 6033742. (IEEE International Symposium on Information Theory - Proceedings).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
  • 2010

    Approximate iterative LP decoding of LDPC codes over GF(q) in linear complexity

    Goldin, D. & Burshtein, D., 2010, 2010 IEEE 26th Convention of Electrical and Electronics Engineers in Israel, IEEEI 2010. p. 960-964 5 p. 5661933. (2010 IEEE 26th Convention of Electrical and Electronics Engineers in Israel, IEEEI 2010).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    3 Scopus citations

  • Error bounds for repeat-accumulate codes decoded via linear programming

    Goldenberg, I. & Burshtein, D., 2010, 6th International Symposium on Turbo Codes and Iterative Information Processing, ISTC 2010. p. 43-47 5 p. 5613869. (6th International Symposium on Turbo Codes and Iterative Information Processing, ISTC 2010).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    2 Scopus citations

  • Improved linear programming decoding and bounds on the minimum distance of LDPC codes

    Burshtein, D. & Goldenberg, I., 2010, 2010 IEEE Information Theory Workshop, ITW 2010 - Proceedings. 5592887. (2010 IEEE Information Theory Workshop, ITW 2010 - Proceedings).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    3 Scopus citations
  • 2008

    Bounds on rates of LDPC codes for BEC with varying erasure rate

    Barak, O., Erez, U. & Burshtein, D., 2008, Proceedings - 2008 IEEE International Symposium on Information Theory, ISIT 2008. p. 1133-1137 5 p. 4595164. (IEEE International Symposium on Information Theory - Proceedings).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    2 Scopus citations

  • Bounds on the thresholds of non-binary LDPC codes

    Levi, O. & Burshtein, D., 2008, 2008 IEEE 25th Convention of Electrical and Electronics Engineers in Israel, IEEEI 2008. p. 348-352 5 p. 4736544. (IEEE Convention of Electrical and Electronics Engineers in Israel, Proceedings).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    2 Scopus citations

  • Iterative approximate linear programming decoding of LDPC codes with linear complexity

    Burshtein, D., 2008, Proceedings - 2008 IEEE International Symposium on Information Theory, ISIT 2008. p. 1498-1502 5 p. 4595237. (IEEE International Symposium on Information Theory - Proceedings).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    10 Scopus citations

  • Linear complexity approximate LP decoding of LDPC codes: Generalizations and improvements

    Burshtein, D., 2008, 2008 5th International Symposium on Turbo Codes and Related Topics, TURBOCODING. p. 31-36 6 p. 4658668. (2008 5th International Symposium on Turbo Codes and Related Topics, TURBOCODING).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    1 Scopus citations

  • Upper bound on the error exponent of regular LDPC codes transmitted over the BEC

    Goldenberg, I. & Burshtein, D., 2008, 2008 5th International Symposium on Turbo Codes and Related Topics, TURBOCODING. p. 1-6 6 p. 4658663. (2008 5th International Symposium on Turbo Codes and Related Topics, TURBOCODING).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
  • 2007

    On the error correction of regular LDPC codes using the flipping algorithm

    Burshtein, D., 2007, Proceedings - 2007 IEEE International Symposium on Information Theory, ISIT 2007. p. 226-230 5 p. 4557085. (IEEE International Symposium on Information Theory - Proceedings).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    3 Scopus citations
  • 2006

    Approximately lower triangular ensembles of LPDC codes with linear encoding complexity

    Freundlich, S., Burshtein, D. & Litsyn, S., 2006, Proceedings - 2006 IEEE International Symposium on Information Theory, ISIT 2006. p. 821-825 5 p. 4036078. (IEEE International Symposium on Information Theory - Proceedings).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    3 Scopus citations

  • On the fading paper achievable region of the fading mimo broadcast channel

    Bennatan, A. & Burshtein, D., 2006, 44th Annual Allerton Conference on Communication, Control, and Computing 2006. University of Illinois at Urbana-Champaign, Coordinated Science Laboratory and Department of Computer and Electrical Engineering, p. 51-60 10 p. (44th Annual Allerton Conference on Communication, Control, and Computing 2006; vol. 1).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    6 Scopus citations

  • Support vector machine re-scoring of hidden Markov models

    Sloin, A. & Burshtein, D., 2006, 2006 IEEE 24th Convention of Electrical and Electronics Engineers in Israel, IEEEI. p. 376-380 5 p. 4115315. (IEEE Convention of Electrical and Electronics Engineers in Israel, Proceedings).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    2 Scopus citations

  • Upper bounds on the error exponents of LDPC

    Burshtein, D. & Barak, O., 2006, Proceedings - 2006 IEEE International Symposium on Information Theory, ISIT 2006. p. 401-405 5 p. 4035991. (IEEE International Symposium on Information Theory - Proceedings).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    5 Scopus citations
  • 2005

    A Session-GMM generative model using test utterance Gaussian mixture modeling for speaker verification

    Aronowitz, H., Burshtein, D. & Amir, A., 2005, 2005 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP '05 - Proceedings - Image and Multidimensional Signal Processing Multimedia Signal Processing. Institute of Electrical and Electronics Engineers Inc., p. 733-736 4 p. 1415218. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. I).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    6 Scopus citations

  • EXIT charts for non-binary LDPC codes over arbitrary discrete-memoryless channels

    Bennatan, A. & Burshtein, D., 2005, Proceedings of the 2005 IEEE International Symposium on Information Theory, ISIT 05. p. 37-41 5 p. 1523288. (IEEE International Symposium on Information Theory - Proceedings; vol. 2005).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    1 Scopus citations

  • Lower bounds on the spectrum and error rate of LDPC code ensembles

    Barak, O. & Burshtein, D., 2005, Proceedings of the 2005 IEEE International Symposium on Information Theory, ISIT 05. p. 42-46 5 p. 1523289. (IEEE International Symposium on Information Theory - Proceedings; vol. 2005).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    10 Scopus citations
  • 1998

    Scaled random segmental models

    Goldberger, J. & Burshtein, D., 1998, Proceedings of the 1998 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 1998. p. 809-812 4 p. 675388. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • 1991

    A splitting theorem for tree construction

    Burshtein, D., Dellla Pietra, V., Kanevsky, D. & Nádas, A., 1991, Proceedings - 1991 IEEE International Symposium on Information Theory, ISIT 1991. Institute of Electrical and Electronics Engineers Inc., p. 284 1 p. 695340. (IEEE International Symposium on Information Theory - Proceedings).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    1 Scopus citations