David Saad

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David Saad

Professor

 https://orcid.org/0000-0001-9821-2623

  • School of Engineering and Applied Science, Aston University

    B4 7ET Birmingham

    United Kingdom

Search results

  • Article

    Typical behavior of relays in communication channels

    Alamino, R. C. & Saad, D., 21 Dec 2007, In: Physical Review E. 76, 6, p. 1-8 8 p., 061124.

    Research output: Contribution to journal › Article › peer-review

    Open Access
    File

  • Typical kernel size and number of sparse random matrices over Galois fields: a statistical physics approach

    Alamino, R. C. & Saad, D., 17 Jun 2008, In: Physical Review E. 77, 6, p. 1-12 12 p., 061123.

    Research output: Contribution to journal › Article › peer-review

    File

  • Typical performance of gallager-type error-correcting codes

    Kabashima, Y., Murayama, T. & Saad, D., 7 Feb 2000, In: Physical Review Letters. 84, 6, p. 1355-1358 4 p.

    Research output: Contribution to journal › Article › peer-review

    Open Access
    File

  • Typical performance of regular low-density parity-check codes over general symmetric channels

    Tanaka, T. & Saad, D., 31 Oct 2003, In: Journal of Physics A: Mathematical and General. 36, 43, p. 11143-11157 15 p.

    Research output: Contribution to journal › Article › peer-review

  • Book

    Advanced mean field methods: theory and practice

    Opper, M. (ed.) & Saad, D. (ed.), Feb 2001, Cambridge, Massachusetts (US): MIT. 287 p. (Neural Information Processing)

    Research output: Book/Report › Book

  • On-line learning in neural networks

    Saad, D. (ed.), Jan 1999, Cambridge: Cambridge University Press. 408 p. (Publications of the Newton Institute)

    Research output: Book/Report › Book

  • Chapter

    Adaptive back-propagation in on-line learning of multilayer networks

    West, A. H. L. & Saad, D., 1996, Proceedings of the neural information processing systems. Touretzky, D. S., Mozer, M. C. & Hasselmo, M. E. (eds.). Boston: MIT, Vol. 8.

    Research output: Chapter in Book/Published conference output › Chapter

    Open Access
    File

  • Capacity of the upstart algorithm

    West, A. H. L. & Saad, D., 1997, Mathematics of Neural Networks: Models, Algorithms and Applications. Ellacott, S. W., Mason, J. C. & Anderson, I. J. (eds.). Oxford: Kluwer, p. 372-378 7 p.

    Research output: Chapter in Book/Published conference output › Chapter

    Open Access
    File

  • Error-correcting codes on a Bethe-like lattice

    Vicente, R., Saad, D. & Kabashima, Y., Apr 2001, Advances in neural information processing systems. Leen, T. K., Tresp, V. & Dietterich, T. G. (eds.). MIT, Vol. 13. p. 322-328 7 p.

    Research output: Chapter in Book/Published conference output › Chapter

  • Incorporating curvature information into on-line learning

    Rattray, M. & Saad, D., Jan 1999, On-line learning in neural networks. Saad, D. (ed.). Isaac Newton Institute, Cambridge: Cambridge University Press, p. 183-207 25 p. (Publications of the Newton Institute).

    Research output: Chapter in Book/Published conference output › Chapter

    Open Access
    File

  • Independent component analysis for domain independent watermarking

    Bounkong, S., Saad, D. & Lowe, D., 1 Jan 2002, Artificial Neural Networks — ICANN 2002. Dorronso, J. R. (ed.). Berlin: Springer, Vol. 2415. p. 510-515 6 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 2415 LNCS).

    Research output: Chapter in Book/Published conference output › Chapter

    Open Access
    File

  • Magnetization enumerator for LDPC codes - a statistical physics approach

    van Mourik, J., Saad, D. & Kabashima, Y., 2002, Information Theory, 2002. Proceedings. 2002 IEEE International Symposium on. IEEE, p. 256-256 1 p.

    Research output: Chapter in Book/Published conference output › Chapter

    Open Access
    File

  • Natural gradient matrix momentum

    Scarpetta, S., Rattray, M. & Saad, D., 7 Sept 1999, Ninth International Conference on Artificial Neural Networks, ICANN 99. Edinburgh UK: IEEE, Vol. 1. p. 43-48 6 p. (Conference Publication; vol. 470).

    Research output: Chapter in Book/Published conference output › Chapter

    Open Access
    File

  • On-line learning in multilayer neural networks

    Saad, D. & Solla, S. A., 1997, Proceedings of the first international conference on mathematics of neural networks : models, algorithms and applications: models, algorithms and applications. Oxford: Kluwer

    Research output: Chapter in Book/Published conference output › Chapter

    File

  • Simple Gallager codes for BSC

    Kabashima, Y. & Saad, D., Jun 1999, Proceedings of the international workshop on soft computing in industry '99. IEEE, p. 136-140 5 p.

    Research output: Chapter in Book/Published conference output › Chapter

  • Statistical physics of low density parity check error correcting codes

    Saad, D., Kabashima, Y., Murayama, T. & Vicente, R., 1 Jan 2001, Cryptography and Coding. Honary, B. (ed.). Berlin / Heidelberg: Springer, Vol. 2260. p. 307-316 10 p. (Lecture Notes in Computer Science).

    Research output: Chapter in Book/Published conference output › Chapter

    Open Access
    File

  • TAP for parity check error correcting codes

    Saad, D., Kabashima, Y. & Vicente, R., Feb 2001, Advanced mean field methods: Theory and practice. Opper, M. & Saad, D. (eds.). MIT, p. 67-84 18 p. (Neural Information Processing).

    Research output: Chapter in Book/Published conference output › Chapter

    Open Access
    File

  • The belief in TAP

    Kabashima, Y. & Saad, D., Jun 1999, Advances in Neural Information Processing Systems 11. Kearns, M. J., Solla, S. A. & Cohn, D. (eds.). Cambridge MA: MIT, Vol. 11. p. 246-252 7 p. (Proceeding of the 1998 Conference).

    Research output: Chapter in Book/Published conference output › Chapter

    Open Access
    File

  • The dynamics of matrix momentum

    Rattray, M. & Saad, D., 1 Sept 1998, Proceedings of the 8th International Conference on Artificial Neural Networks. Niklasson, L. F., Boden, M. B. & Ziemke, T. (eds.). Springer, Vol. 1. p. 183-188 6 p.

    Research output: Chapter in Book/Published conference output › Chapter

    Open Access
    File

  • The TAP approach to intensive and extensive connectivity systems

    Kabashima, Y. & Saad, D., Feb 2001, Advanced mean field methods: Theory and practice. Opper, M. & Saad, D. (eds.). Cambridge, US: MIT, p. 51-65 15 p. (Neural Information Processing).

    Research output: Chapter in Book/Published conference output › Chapter

    Open Access
    File

  • The theory of on-line learning: a statistical physics approach

    Saad, D., 2003, Exploratory Data Analysis in Empirical Research: Proceedings of the 25th Annual Conference of the Gesellschaft für Klassifikation e.V., University of Munich, March 14-16, 2001. Schwaiger, M. & Opit, O. (eds.). Springer, p. 300-309 10 p. (Studies in Classification, Data Analysis, and Knowledge Organization).

    Research output: Chapter in Book/Published conference output › Chapter

    Open Access
    File

  • Transients and asymptotics of natural gradient learning

    Rattray, M. & Saad, D., 1 Sept 1998, Proceedings of the 8th International Conference on Artificial Neural Networks. Niklasson, L., Boden, M. & Ziemke, T. (eds.). Springer, Vol. 1. p. 165-170 6 p.

    Research output: Chapter in Book/Published conference output › Chapter

    Open Access
    File

  • Watermarking of audio signals using independent component analysis

    Toch, B., Lowe, D. & Saad, D., 17 Sept 2003, Proceedings of Third International Conference on Web Delivering of Music, 2003. IEEE, p. 71-74 4 p.

    Research output: Chapter in Book/Published conference output › Chapter

    Open Access
    File
  • Chapter (peer-reviewed)

    Low density parity check codes: a statistical physics perspective

    Vicente, R., Saad, D. & Kabashima, Y., 2002, Advances in electronics and electron physics. Hawkes, P. W. (ed.). Elsevier, Vol. 125. p. 231-353 123 p. (Advances in Imaging and Electron Physics; vol. 125).

    Research output: Chapter in Book/Published conference output › Chapter (peer-reviewed) › peer-review

    Open Access
    File

  • Message Passing and Its Applications

    Krzakala, F., Opper, M. & Saad, D., 3 Aug 2023, Spin Glass Theory and Far Beyond: Replica Symmetry Breaking after 40 Years. Charbonneau, P., Marinari, E., Mézard, M., Parisi, G., Ricci-Tersenghi, F., Sicuro, G. & Zamponi, F. (eds.). World Scientific, p. 389-404 16 p.

    Research output: Chapter in Book/Published conference output › Chapter (peer-reviewed) › peer-review

  • Conference publication

    A statistical-mechanical analysis of coded CDMA with regular LDPC codes

    Tanaka, T. & Saad, D., 4 Jul 2003, Proceedings of IEEE International Symposium on Information Theory, 2003. IEEE, p. 444-444 1 p.

    Research output: Chapter in Book/Published conference output › Conference publication

    Open Access
    File

  • Evaluating zero error noise thresholds by the replica method for Gallager code ensembles

    Kabashima, Y., Sazuka, N., Nakamura, K. & Saad, D., 2002, Proceedings IEEE International Symposium on Information Theory,. IEEE, 1 p. (IEEE International Symposium on Information Theory-Proceedings).

    Research output: Chapter in Book/Published conference output › Conference publication

    Open Access
    File

  • Message Passing: Towards Low-Complexity, Global Optimal Routing and Wavelength Assignment Solutions for Optical Networks

    Luo, R., Xu, Y. Z., Matzner, R., Zervas, G., Saad, D. & Bayvel, P., 13 Apr 2022, Optical Fiber Communication Conference, OFC 2022. IEEE, Th1F.5

    Research output: Chapter in Book/Published conference output › Conference publication

  • Message-passing algorithms for optimal utilization of cognitive radio networks

    Mahmoudi, H., Rodolakis, G., Georgiadis, L. & Saad, D., 2013, 2013 IEEE International Conference on Communications Workshops, ICC 2013. IEEE, p. 1393-1397 5 p.

    Research output: Chapter in Book/Published conference output › Conference publication

    Open Access
    File

  • Message passing for distributed optimisation of power allocation with renewable resources

    Harrison, E., Saad, D. & Wong, K. Y. M., 11 Aug 2016, The proceedings of the 2nd International Conference on Intelligent Green Building and Smart Grid (IGBSG) . IEEE, 6 p.

    Research output: Chapter in Book/Published conference output › Conference publication

    Open Access
    File

  • Message-passing for inference and optimization of real variables on sparse graphs

    Wong, K. Y. M., Yeung, C. H. & Saad, D., 2006, Neural information processing: 13th international conference, ICONIP 2006, Hong Kong, China, October 3-6, 2006. Proceedings, Part II. King, I., Wang, J., Chan, L-W. & Wang, D. (eds.). Berlin (DE): Springer, p. 754-763 10 p. (Lecture notes in computer science; vol. 4233).

    Research output: Chapter in Book/Published conference output › Conference publication

  • Message passing for task redistribution on sparse graphs

    Wong, K. Y. M., Saad, D. & Gao, Z., 1 Dec 2005, Advances in Neural Information Processing Systems. p. 1529-1536 8 p.

    Research output: Chapter in Book/Published conference output › Conference publication

  • Optimal embedding for watermarking in discrete data spaces

    Bounkong, S., Toch, B. & Saad, D., 2006, Information hiding: 7th international workshop, IH 2005, Barcelona, Spain, June 6-8, 2005. Revised selected papers. Barni, M., Herrera-Joancomartí, J., Katzenbeisser, S. & Pérez-González, F. (eds.). Berlin (DE): Springer, p. 77-90 14 p. (Lecture notes in computer science; vol. 3727).

    Research output: Chapter in Book/Published conference output › Conference publication

  • Optimum joint decoding in a LDPC-coded CDMA multiuser system

    Yano, T., Tanaka, T., Saad, D. & Honda, S., 8 Oct 2008, Proceedings of INSS 2008 - 5th International Conference on Networked Sensing Systems. 4610864

    Research output: Chapter in Book/Published conference output › Conference publication

  • Public key cryptography and error correcting codes as Ising models

    Saad, D., Kabashima, Y. & Murayama, T., 9 Feb 2001, Disordered and complex systems. P. Sollich, L. P. H. & Streater, R. F. (eds.). New york: American Institute of Physics, Vol. 553. p. 89-94 6 p.

    Research output: Chapter in Book/Published conference output › Conference publication

    Open Access
    File

  • Randomness and metastability in CDMA paradigms

    Raymond, J. & Saad, D., 23 Sept 2008, Proceedings of the 6th International Symposium on Modeling and Optimization in Mobile, Ad Hoc, and Wireless Networks, WiOpt 2008. p. 626-630 5 p. 4586149

    Research output: Chapter in Book/Published conference output › Conference publication

  • Structured codebooks for SCS watermarking

    Bounkong, S., Toch, B., Saad, D. & Lowe, D., Jul 2003, Proceedings of the IASTED International Conference on Signal Processing, Pattern Reconition, and Applications. Hamza, M. H. (ed.). p. 77-81 5 p.

    Research output: Chapter in Book/Published conference output › Conference publication

    Open Access
    File

  • Weight vs. Magnetization enumerator for Gallager codes

    van Mourik, J., Saad, D. & Kabashima, Y., 17 Dec 2001, Cryptography and coding: Prooceeding of the8th IMA International Conference. Honary, B. (ed.). Springer, Vol. 2260. p. 148-157 10 p. (Lecture Notes in Computer Science; vol. 2260).

    Research output: Chapter in Book/Published conference output › Conference publication

  • Letter, comment/opinion or interview

    Bilevel optimization in flow networks: A message-passing approach

    Li, B., Saad, D. & Yeung, C. H., 31 Oct 2022, In: Physical Review E. 106, 4, 6 p., L042301.

    Research output: Contribution to journal › Letter, comment/opinion or interview › peer-review

    Open Access
    File
  • Other chapter contribution

    Network optimisation - A statistical physics perspective

    Wong, K. Y. M., Saad, D. & Yeung, C. H., 2008, Proceedings of the 6th International Symposium on Modeling and Optimization in Mobile, Ad Hoc, and Wireless Networks, WiOpt 2008. IEEE, p. 577-582 6 p.

    Research output: Chapter in Book/Published conference output › Other chapter contribution

    Open Access
    File

  • Typical performance of generalised vector channels

    Alamino, R. C. & Saad, D., 2008, Proceedings of the 6th International Symposium on Modeling and Optimization in Mobile, Ad Hoc, and Wireless Networks, WiOpt 2008. IEEE, p. 598-602 5 p.

    Research output: Chapter in Book/Published conference output › Other chapter contribution

    Open Access
    File
  • Patent

    Spread-spectrum transmission in which not all chips are transmitted

    Kanter, I., Saad, D., Shental, O., Yacov, N. & Efraim, H., 16 Jan 2008, IPC No. H04B1/707, Patent No. IL 0800065

    Research output: Patent

    Open Access
  • Project report

    Final report on EPSRC research grant GR/L19232

    Saad, D., 1999, Aston University, Birmingham B4 7ET, UK: Aston University, 1 p.

    Research output: Preprint or Working paper › Project report

    File

  • Final Report on EPSRC Research Grant GR/L52093

    Saad, D., 2000, Birmingham, UK: Aston University, 1 p.

    Research output: Preprint or Working paper › Project report

    File

  • Final Report on EPSRC Research Grant GR/N00562

    Saad, D., 2002, Aston University.

    Research output: Preprint or Working paper › Project report

    File
  • Technical report

    Examining Two-stage Group Testing

    Li, B. & Saad, D., 9 Jun 2020, (Unpublished) 8 p.

    Research output: Preprint or Working paper › Technical report

    File
  • Unpublished Conference Paper

    Bayesian inference in densely connected networks applied to CDMA

    Neirotti, J. P. & Saad, D., Nov 2005, p. 1-3. 3 p.

    Research output: Unpublished contribution to conference › Unpublished Conference Paper › peer-review

    File

  • ICA based steganography

    Bounkong, S., Saad, D. & Lowe, D., 2002, p. 1-5. 5 p.

    Research output: Unpublished contribution to conference › Unpublished Conference Paper › peer-review

    File

  • Message passing for task redistribution on sparse graphs

    Wong, K. Y. M., Saad, D. & Gao, Z., 23 Oct 2006, p. 1-8. 8 p.

    Research output: Unpublished contribution to conference › Unpublished Conference Paper › peer-review

    Open Access
    File

  • Quantisation effects and watermarking capacity

    Bounkong, S., Saad, D. & Lowe, D., Jul 2003, p. 215-220. 6 p.

    Research output: Unpublished contribution to conference › Unpublished Conference Paper › peer-review

    File
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