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Number of items: 123.

Article

Lokhov, Andrey Y. and Saad, David (2017). Optimal deployment of resources for maximizing impact in spreading processes. Proceedings of the National Academy of Sciences, 114 (39), E8138-E8146.

Rocchi, Jacopo; Tsui, Enoch Yan Lok and Saad, David (2017). Emerging interdependence between stock values during financial crashes. PLoS ONE, 12 (5),

Harrison, Elizabeth; Saad, David and Wong, K.Y. Michael (2017). Optimal load shedding in electricity grids with renewable sources via message passing. Energy Procedia, 107 , pp. 101-108.

Saad, David; Yeung, Chi Ho; Rodolakis, Georgios; Syrivelis, Dimitris; Koutsopoulos, Iordanis; Tassiulas, Leandros; Urbanke, Rüdiger; Giaccone, Paolo and Leonardi, Emilio (2014). Physics-inspired methods for networking and communications. IEEE Communications Magazine, 52 (11), pp. 144-151.

Alamino, Roberto C.; Neirotti, Juan P. and Saad, David (2014). Compression by replication. Physical Review E, 89 (3),

C. Alamino, Roberto; P. Neirotti, Juan and Saad, David (2013). Replication-based inference algorithms for hard computational problems. Physical Review E, 88 (1),

Yeung, Chi H. and Saad, David (2013). Networking - a statistical physics perspective. Journal of Physics A: Mathematical and Theoretical, 46 (10),

Mozeika, Alexander and Saad, David (2012). Phase transitions and memory effects in the dynamics of Boolean networks. Philosophical Magazine, 92 (1-3), pp. 210-229.

Reichardt, Jörg; Alamino, Roberto C. and Saad, David (2011). The interplay between microscopic and mesoscopic structures in complex networks. PLoS ONE, 6 (8),

Mozeika, Alexander and Saad, David (2011). Dynamics of Boolean networks: an exact solution. Physical Review Letters, 106 (21), p. 214101.

Mozeika, Alexander; Saad, David and Raymond, Jack (2010). Noisy random Boolean formulae:a statistical physics perspective. Physical Review E, 82 (041112),

Mozeika, Alexander; Saad, David and Raymond, Jack (2010). On the robustness of random Boolean formulae. Journal of Physics, 233 (1),

Mozeika, Alexander; Saad, David and Raymond, Jack (2009). Computing with noise: phase transitions in Boolean formulas. Physical Review Letters, 103 (24), p. 248701.

Raymond, Jack and Saad, David (2009). Equilibrium properties of disordered spin models with two-scale interactions. Physical Review E, 80 (3), 031138.

Wong, K.Y. Michael and Saad, David (2008). Minimizing unsatisfaction in colourful neighbourhoods. Journal of Physics A: Mathematical and General, 41 (32), p. 324023.

Alamino, Roberto C. and Saad, David (2008). Typical kernel size and number of sparse random matrices over Galois fields: a statistical physics approach. Physical Review E, 77 (6), pp. 1-12.

Alamino, Roberto C. and Saad, David (2007). Typical behavior of relays in communication channels. Physical Review E, 76 (6), pp. 1-8.

Raymond, Jack and Saad, David (2007). Sparsely spread CDMA - A statistical mechanics-based analysis. Journal of Physics A: Mathematical and Theoretical, 40 (41), pp. 12315-12333.

Alamino, Roberto C. and Saad, David (2007). Statistical mechanics analysis of LDPC coding in MIMO Gaussian channels. Journal of Physics A: Mathematical and Theoretical, 40 (41), pp. 12259-12279.

Wong, K.Y. Michael and Saad, David (2007). Inference and optimization of real edges on sparse graphs:A statistical physics perspective. Physical Review E, 76 (1), 011115.

Neirotti, Juan P. and Saad, David (2005). Improved message passing for inference in densely connected systems. Europhysics Letters, 71 (5), pp. 866-872.

Saad, David; Skantzos, Nikos S. and Kabashima, Yoshiyuki (2005). Security and reliability of LPDC based public-key cryptosystems. Progress of Theoretical Physics Supplement, 157 , pp. 229-236.

Tanaka, Toshiyuki and Saad, David (2003). Typical performance of regular low-density parity-check codes over general symmetric channels. Journal of Physics A: Mathematical and General, 36 (43), pp. 11143-11157.

Skantzos, Nikos; van Mourik, Jort; Saad, David and Kabashima, Yoshiyuki (2003). Average and reliability error exponents in low-density parity-check codes. Journal of Physics A: Mathematical and General, 36 (43), pp. 11131-11141.

Skantzos, Nikos S.; van Mourik, Jort and Saad, David (2003). Magnetization enumerator for real-valued symmetric channels in Gallager error-correcting codes. Physical Review E, 67 (3),

van Mourik, Jort and Saad, David (2002). Random graph coloring:Statistical physics approach. Physical Review E, 66 (5), pp. 1-15.

van Mourik, Jort; Saad, David and Kabashima, Yoshiyuki (2002). Critical noise levels for low-density parity check decoding. Physical Review E, 66 (2),

Nakamura, Kazutaka; Kabashima, Yoshiyuki and Saad, David (2001). Statistical mechanics of low-density parity check error-correcting codes over Galois fields. Europhysics Letters, 56 (4), pp. 610-616.

Kabashima, Yoshiyuki; Sazuka, Naoya; Nakamura, Kazutaka and Saad, David (2001). Tighter decoding reliability bound for Gallager's error-correcting code. Physical Review E, 64 (4), pp. 1-4.

Kanter, Ido and Saad, David (2000). Finite-size effects and error-free communication in Gaussian channels. Journal of Physics A: Mathematical and General, 33 (8), pp. 1675-1681.

Scarpetta, Silvia and Saad, David (1999). On-line learning of unrealizable tasks. Physical Review E, 60 (5), pp. 5902-5911.

Kabashima, Yoshiyuki and Saad, David (1999). Statistical mechanics of error-correcting codes. Europhysics Letters, 45 (1), pp. 97-103.

West, Ansgar H.L. and Saad, David (1998). The role of biases in on-line learning of two-layer networks. Physical Review E, 57 (3), pp. 3265-3291.

Freeman, Jason and Saad, David (1997). On-line learning in radial basis functions networks. Neural Computation, 9 (7), pp. 1601-1622.

Saad, David and Rattray, Magnus (1997). Globally optimal parameters for on-line learning in multilayer neural networks. Physical Review Letters, 79 (13), pp. 2578-2581.

Saad, David (1996). General gaussian priors for improved generalisation. Neural Networks, 9 (6), pp. 937-945.

Saad, David and Solla, Sara A. (1996). Dynamics of on-line gradient descent learning for multilayer neural networks. Advances in Neural Information Processing Systems, 8 , pp. 302-308.

Skantzos, Nikos; Saad, David and Kabashima, Yoshiyuki Analysis of common attacks in public-key cryptosystems based on low-density parity-check codes. Physical Review E, 68 (056125), 056125/1-056125/11.

Kabashima, Yoshiyuki and Saad, David Belief propagation vs. TAP for decoding corrupted messages. Europhysics Letters, 44 (5), pp. 668-674.

Li, Bo and Saad, David Chimera-like states in structured heterogeneous networks. Chaos, 27 (4),

Bounkong, S.; van Mourik, Jort and Saad, David Coloring random graphs and maximizing local diversity. Physical Review E, 74 (5),

Li, Bin; Saad, David; Wong, K.Y. Michael; Chan, Amos H.M.; So, Tsz Yan and Heimonen, Hrmanni Commodity prices rise sharply at turning points. Physical Review E, Submit ,

Yeung, Chi and Saad, David Competition for shortest paths on sparse graphs. Physical Review Letters, 108 (20),

Raymond, Jack and Saad, David Composite CDMA—a statistical mechanics analysis. Journal of Statistical Mechanics, 2009 (5),

Wong, K.Y. Michael; Saad, David and Yeung, Chi Ho Distributed optimization in transportation and logistics networks. IEICE Transactions on Communications, E99-B (11), pp. 2237-2246.

Coolen, Anthony C.C. and Saad, David Dynamics of learning with restricted training sets. Physical Review E, 62 (4), pp. 5444-5487.

Freeman, Jason and Saad, David Dynamics of on-line learning in radial basis function networks. Physical Review E, 56 (1), pp. 907-918.

Neirotti, Juan P. and Saad, David Efficient Bayesian inference for learning in the Ising linear perceptron and signal detection in CDMA. Physica A, 365 (1), pp. 203-210.

Saad, David and Mozeika, Alexander Emergence of equilibriumlike domains within nonequilibrium Ising spin systems. Physical Review E, 87 (3),

Wong, K. Y. Michael and Saad, David Equilibration through local information exchange in networks. Physical Review E, 74 (1), pp. 1-4.

Vicente, Renato; Saad, David and Kabashima, Yoshiyuki Error-correcting code on a cactus:A solvable model. Europhysics Letters, 51 (6), pp. 698-704.

Kanter, Ido and Saad, David Error-correcting codes that nearly saturate Shannon's bound. Physical Review Letters, 83 (13), pp. 2660-2663.

Vicente, Renato; Saad, David and Kabashima, Yoshiyuki Finite connectivity systems as error-correcting codes. Physical Review E, 60 (5), pp. 5352-5366.

Migliorini, Gabriele and Saad, David Finite-connectivity spin-glass phase diagrams and low-density parity check codes. Physical Review E, 73 (2),

Barber, David; Saad, David and Sollich, Peter Finite-size effects in on-line learning of multilayer neural networks. Europhysics Letters, 34 (2), pp. 151-156.

Yeung, Chi H.; Saad, David and Wong, K.Y. Michael From the physics of interacting polymers to optimizing routes on the London Underground. Proceedings of the National Academy of Sciences, 110 (34), pp. 13717-13722.

Mahmoudi, Hamed and Saad, David Generalized mean field approximation for parallel dynamics of the Ising model. Journal of Statistical Mechanics, 2014 (7),

Saad, David and Rattray, Magnus Globally optimal learning rates in multilayer neural networks. Philosophical Magazine Part B, 77 (5), pp. 1523-1530.

Rattray, Magnus and Saad, David Globally optimal on-line learning rules. Advances in Neural Information Processing Systems, 10 , pp. 322-328.

Rattray, Magnus and Saad, David Globally optimal on-line learning rules for multi-layer neural networks. Journal of Physics A: Mathematical and General, 30 (22), L771-L776.

Rocchi, Jacopo; Saad, David and Tantari, Daniele High storage capacity in the Hopfield model with auto-interactions - stability analysis. Journal of Physics A: Mathematical and Theoretical, 50 ,

Bounkong, Stephane; Toch, Boremi; Saad, David and Lowe, David ICA for watermarking digital images. Journal of Machine Learning Research, 4 (7-8), pp. 1471-1498.

Efraim, Hadar; Yacov, Nadav; Shental, Ori; Kanter, Ido and Saad, David Improved detection in CDMA for biased sources. Journal of Physics A: Mathematical and Theoretical, 40 (33), pp. 9977-9985.

Mallard, Etienne and Saad, David Inference by belief propagation in composite systems. Physical Review E, 78 (2), 021107.

Neirotti, Juan P. and Saad, David Inference by replication in densely connected systems. Physical Review E, 76 (4), 046121.

Alamino, Roberto C.; Chattopadhyay, Amit and Saad, David Interacting nonequilibrium systems with two temperatures. Physical Review E, 87 (5),

Saad, David and Solla, Sara A. Learning with noise and regularizers in multilayer neural networks. Advances in Neural Information Processing Systems, 9 , pp. 260-266.

Saad, David and Rattray, Magnus Learning with regularizers in multilayer neural networks. Physical Review E, 57 (2), pp. 2170-2176.

Xiong, Yuan-Sheng and Saad, David Noise, regularizers, and unrealizable scenarios in online learning from restricted training sets. Physical Review E, 64 (1), pp. 1-18.

Mozeika, Alexander and Saad, David On reliable computation by noisy random Boolean formulas. IEEE Transactions on Information Theory, 61 (1), pp. 637-644.

West, Ansgar H.L. and Saad, David On-line learning with adaptive back-propagation in two-layer networks. Physical Review E, 56 (3), pp. 3426-3445.

Harrison, Elizabeth; Saad, David and Wong, K. Y. Michael Optimal distribution in smart grids with volatile renewable sources using a message passing algorithm. International Journal of Smart Grid and Clean Energy ,

Alamino, Roberto C. and Saad, David Properties of sparse random matrices over finite fields. Journal of Statistical Mechanics, 2009 (4), P04017.

Yeung, Chi H. and Saad, David Self-sustained clusters and ergodicity breaking in spin models. Physical Review E, 88 (3),

Saad, David; Rocchi, Jacopo and Yeung, Chi Ho Self-sustained clusters as drivers of computational hardness in p-spin models. Physical Review B, 96 (2),

Nakamura, Kazutaka; Kabashima, Yoshiyuki; Morelos-Zaragoza, R. and Saad, David Statistical mechanics of broadcast channels using low-density parity-check codes. Physical Review E, 67 (036703), pp. 1-9.

Kabashima, Yoshiyuki and Saad, David Statistical mechanics of low-density parity-check codes. Journal of Physics A: Mathematical and General, 37 (6), R1-R43.

Vicente, Renato; Saad, David and Kabashima, Yoshiyuki Statistical physics of irregular low-density parity-check codes. Journal of Physics A: Mathematical and General, 33 (37), pp. 6527-6542.

West, Ansgar H. L. and Saad, David Threshold-induced phase transitions in perceptrons. Journal of Physics A: Mathematical and General, 30 (10), pp. 3471-3496.

Kabashima, Yoshiyuki; Murayama, Tatsuto and Saad, David Typical performance of gallager-type error-correcting codes. Physical Review Letters, 84 (6), pp. 1355-1358.

West, Ansgar H. L.; Saad, David and Nabney, Ian T. The learning dynamics of a universal approximator. Advances in Neural Information Processing Systems, 9 , pp. 288-294.

Yano, Toru; Tanaka, Toshiyuki and Saad, David A mean field theory of coded CDMA systems. Journal of Physics A: Mathematical and General, 41 (32), p. 324022.

Book Section

Harrison, Elizabeth; Saad, David and Wong, K.Y. Michael (2016). Message passing for distributed optimisation of power allocation with renewable resources. IN: The proceedings of the 2nd International Conference on Intelligent Green Building and Smart Grid (IGBSG). IEEE.

Mahmoudi, Hamed; Rodolakis, Georgios; Georgiadis, Leonidas and Saad, David (2013). Message-passing algorithms for optimal utilization of cognitive radio networks. IN: 2013 IEEE International Conference on Communications Workshops, ICC 2013. IEEE.

Wong, K.Y. Michael; Saad, David and Yeung, C.H. (2008). Network optimisation - A statistical physics perspective. IN: Proceedings of the 6th International Symposium on Modeling and Optimization in Mobile, Ad Hoc, and Wireless Networks, WiOpt 2008. IEEE.

Wong, K.Y. Michael; Yeung, C.H. and Saad, David (2006). Message-passing for inference and optimization of real variables on sparse graphs. IN: Neural information processing. King, Irwin; Wang, Jun; Chan, Lai-Wan and Wang, DeLiang (eds) Lecture notes in computer science . Berlin (DE): Springer.

Bounkong, Stéphane; Toch, Borémi and Saad, David (2006). Optimal embedding for watermarking in discrete data spaces. IN: Information hiding. Barni, Mauro; Herrera-Joancomartí, Jordi; Katzenbeisser, Stefan and Pérez-González, Fernando (eds) Lecture notes in computer science . Berlin (DE): Springer.

Bounkong, Stephane; Saad, David and Lowe, David (2002). Independent component analysis for domain independent watermarking. IN: Artificial Neural Networks — ICANN 2002. Dorronso, Jose R. (ed.) Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 2415 . Berlin: Springer.

Vicente, Renato; Saad, David and Kabashima, Yoshiyuki (2002). Low density parity check codes: a statistical physics perspective. IN: Advances in electronics and electron physics. Hawkes, Peter W. (ed.) Advances in Imaging and Electron Physics, 125 . Elsevier.

van Mourik, Jort; Saad, David and Kabashima, Yoshiyuki (2002). Magnetization enumerator for LDPC codes - a statistical physics approach. IN: Information Theory, 2002. Proceedings. 2002 IEEE International Symposium on. IEEE.

Saad, David; Kabashima, Yoshiyuki and Murayama, Tatsuto (2001). Public key cryptography and error correcting codes as Ising models. IN: Disordered and complex systems. P. Sollich, L.P. Hughston and Streater, R.F. (eds) New york: American Institute of Physics.

Kabashima, Yoshiyuki and Saad, David (2001). The TAP approach to intensive and extensive connectivity systems. IN: Advanced mean field methods: Theory and practice. Opper, Manfred and Saad, David (eds) Neural Information Processing . Cambridge, US: MIT.

Saad, David; Kabashima, Yoshiyuki; Murayama, Tatsuto and Vicente, Renato (2001). Statistical physics of low density parity check error correcting codes. IN: Cryptography and Coding. Honary, B. (ed.) Lecture Notes in Computer Science, 2260 . Berlin / Heidelberg: Springer.

Scarpetta, Silvia; Rattray, Magnus and Saad, David (1999). Natural gradient matrix momentum. IN: Ninth International Conference on Artificial Neural Networks, ICANN 99. Conference Publication, 1 . Edinburgh UK: IEEE.

Kabashima, Yoshiyuki and Saad, David (1999). The belief in TAP. IN: Advances in Neural Information Processing Systems 11. Kearns, Michael J.; Solla, Sara A. and Cohn, David (eds) Proceeding of the 1998 Conference, 11 . Cambridge MA: MIT.

Rattray, Magnus and Saad, David (1999). Incorporating curvature information into on-line learning. IN: On-line learning in neural networks. Saad, David (ed.) Publications of the Newton Institute . Isaac Newton Institute, Cambridge: Cambridge University Press.

Rattray, Magnus and Saad, David (1998). Transients and asymptotics of natural gradient learning. IN: Proceedings of the 8th International Conference on Artificial Neural Networks. Niklasson, L.; Boden, M. and Ziemke, T. (eds) Springer.

West, Ansgar H L and Saad, David (1996). Adaptive back-propagation in on-line learning of multilayer networks. IN: Proceedings of the neural information processing systems. Touretzky, David S; Mozer, Michael C and Hasselmo, Michael E. (eds) Boston: MIT.

West, Ansgar H L and Saad, David Capacity of the upstart algorithm. IN: Mathematics of Neural Networks: Models, Algorithms and Applications. Ellacott, Stephen W.; Mason, John C. and Anderson, Iain J. (eds) Oxford: Kluwer.

Vicente, Renato; Saad, David and Kabashima, Yoshiyuki Error-correcting codes on a Bethe-like lattice. IN: Advances in neural information processing systems. Leen, Todd K.; Tresp, Volker and Dietterich, Thomas G. (eds) MIT.

Saad, David and Solla, Sara A. On-line learning in multilayer neural networks. IN: Proceedings of the first international conference on mathematics of neural networks : models, algorithms and applications: models, algorithms and applications. Oxford: Kluwer.

Kabashima, Yoshiyuki and Saad, David Simple Gallager codes for BSC. IN: Proceedings of the international workshop on soft computing in industry '99. IEEE.

Saad, David; Kabashima, Yoshiyuki and Vicente, Renato TAP for parity check error correcting codes. IN: Advanced mean field methods: Theory and practice. Opper, Manfred and Saad, David (eds) Neural Information Processing . MIT.

Alamino, Roberto C. and Saad, David Typical performance of generalised vector channels. IN: Proceedings of the 6th International Symposium on Modeling and Optimization in Mobile, Ad Hoc, and Wireless Networks, WiOpt 2008. IEEE.

Toch, Boremi; Lowe, David and Saad, David Watermarking of audio signals using independent component analysis. IN: Proceedings of Third International Conference on Web Delivering of Music, 2003. IEEE.

van Mourik, Jort; Saad, David and Kabashima, Yoshiyuki Weight vs magnetization enumerator for Gallager codes. IN: Cryptography and coding: Prooceeding of the8th IMA International Conference. Honary, Bahram (ed.) Lecture Notes in Computer Science . Berlin, D: Springer.

Rattray, Magnus and Saad, David The dynamics of matrix momentum. IN: Proceedings of the 8th International Conference on Artificial Neural Networks. Niklasson, Lars F.; Boden, Mikael B. and Ziemke, Tom (eds) Springer.

Tanaka, Toshiyuki and Saad, David A statistical-mechanical analysis of coded CDMA with regular LDPC codes. IN: Proceedings of IEEE International Symposium on Information Theory, 2003. IEEE.

Saad, David The theory of on-line learning: a statistical physics approach. IN: 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, Manfred and Opit, Otto (eds) Studies in Classification, Data Analysis, and Knowledge Organization . Springer.

Monograph

Wong, K. Y. Michael; Yeung, C. H. and Saad, David (2006). Distributed algorithms for global optimization on sparse networks of arbitrary bandwidths. Working Paper. Aston University, Birmingham.

Tanaka, Toshiyuki and Saad, David (2002). Typical performance of low-density parity-check codes over general symmetric channels. Working Paper. Aston University.

van Mourik, Jort; Saad, David and Kabashima, Yoshiyuki (2002). Critical noise levels for LDPC decoding. Working Paper. Aston University.

Saad, David (1999). Final report on EPSRC research grant GR/L19232. Project Report. Aston University, Aston University, Birmingham B4 7ET, UK.

Skantzos, Nikos S.; van Mourik, Jort; Kabashima, Yoshiyuki and Saad, David Average error exponent in Gallager low-density parity-check codes. Working Paper. Aston University, Birmingham, UK.

Saad, David Final Report on EPSRC Research Grant GR/L52093. Project Report. Aston University, Birmingham, UK.

Saad, David Final Report on EPSRC Research Grant GR/N00562. Project Report. Aston University.

Conference or Workshop Item

Wong, K. Y. Michael; Saad, David and Gao, Zhuo (2006). Message passing for task redistribution on sparse graphs. IN: Neural Information Processing Systems 18. 2006-10-23 - 2006-10-23.

Bounkong, Stéphane; Saad, David and Lowe, David (2003). Quantisation effects and watermarking capacity. IN: Seventh International Symposium on Communications Theory and Applications. 2003-07-01 - 2003-07-01.

Bounkong, Stephane; Toch, Boremi; Saad, David and Lowe, David (2003). Structured codebooks for SCS watermarking. IN: Signal Processing, Pattern Recognition, and Applications (SPPRA 2003). 2003-07-01 - 2003-07-01.

Neirotti, Juan. P. and Saad, David Bayesian inference in densely connected networks applied to CDMA. IN: European Conference on Complex Systems 2005. 2005-11-14 - 2005-11-18.

Kabashima, Yoshiyuki; Sazuka, Naoya; Nakamura, Kazutaka and Saad, David Evaluating zero error noise thresholds by replica method for Gallager code ensembles. IN: ISIT 2002. 2002-01-01 - 2002-01-01.

Bounkong, Stephane; Saad, David and Lowe, David ICA based steganography. IN: Second IMA International Conference on Mathematics in Communications. 2002-01-01 - 2002-01-01.

Wong, K. Y. Michael; Saad, David and Gao, Zhuo Resource allocation in sparse graphs. IN: European Conference on Complex Systems, 2005. 2005-01-01 - 2005-01-01.

This list was generated on Fri Feb 23 01:01:09 2018 GMT.