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Number of items: 122.

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.

Saad, David; Rocchi, Jacopo and Yeung, Chi Ho (2017). Self-sustained clusters as drivers of computational hardness in p-spin models. Physical Review B, 96 (2),

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

Li, Bo and Saad, David (2017). Chimera-like states in structured heterogeneous networks. Chaos, 27 (4),

Li, Bin; Saad, David; Wong, K.Y. Michael; Chan, Amos H.M.; So, Tsz Yan and Heimonen, Hrmanni (2017). Commodity prices rise sharply at turning points. Physical Review E, Submit ,

Wong, K.Y. Michael; Saad, David and Yeung, Chi Ho (2016). Distributed optimization in transportation and logistics networks. IEICE Transactions on Communications, E99-B (11), pp. 2237-2246.

Mozeika, Alexander and Saad, David (2015). On reliable computation by noisy random Boolean formulas. IEEE Transactions on Information Theory, 61 (1), pp. 637-644.

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

Yeung, Chi H.; Saad, David and Wong, K.Y. Michael (2013). 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.

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

Alamino, Roberto C.; Chattopadhyay, Amit and Saad, David (2013). Interacting nonequilibrium systems with two temperatures. Physical Review E, 87 (5),

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

Saad, David and Mozeika, Alexander (2013). Emergence of equilibriumlike domains within nonequilibrium Ising spin systems. Physical Review E, 87 (3),

Yeung, Chi and Saad, David (2012). Competition for shortest paths on sparse graphs. Physical Review Letters, 108 (20),

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

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

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

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

Mallard, Etienne and Saad, David (2008). Inference by belief propagation in composite systems. Physical Review E, 78 (2), 021107.

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 (2007). Typical behavior of relays in communication channels. Physical Review E, 76 (6), pp. 1-8.

Neirotti, Juan P. and Saad, David (2007). Inference by replication in densely connected systems. Physical Review E, 76 (4), 046121.

Efraim, Hadar; Yacov, Nadav; Shental, Ori; Kanter, Ido and Saad, David (2007). Improved detection in CDMA for biased sources. Journal of Physics A: Mathematical and Theoretical, 40 (33), pp. 9977-9985.

Bounkong, S.; van Mourik, Jort and Saad, David (2006). Coloring random graphs and maximizing local diversity. Physical Review E, 74 (5),

Kabashima, Yoshiyuki and Saad, David (2004). Statistical mechanics of low-density parity-check codes. Journal of Physics A: Mathematical and General, 37 (6), R1-R43.

Bounkong, Stephane; Toch, Boremi; Saad, David and Lowe, David (2003). ICA for watermarking digital images. Journal of Machine Learning Research, 4 (7-8), pp. 1471-1498.

Skantzos, Nikos; Saad, David and Kabashima, Yoshiyuki (2003). Analysis of common attacks in public-key cryptosystems based on low-density parity-check codes. Physical Review E, 68 (056125), 056125/1-056125/11.

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),

Xiong, Yuan-Sheng and Saad, David (2001). Noise, regularizers, and unrealizable scenarios in online learning from restricted training sets. Physical Review E, 64 (1), pp. 1-18.

Coolen, Anthony C.C. and Saad, David (2000). Dynamics of learning with restricted training sets. Physical Review E, 62 (4), pp. 5444-5487.

Kabashima, Yoshiyuki; Murayama, Tatsuto and Saad, David (2000). Typical performance of gallager-type error-correcting codes. Physical Review Letters, 84 (6), pp. 1355-1358.

Kanter, Ido and Saad, David (1999). Error-correcting codes that nearly saturate Shannon's bound. Physical Review Letters, 83 (13), pp. 2660-2663.

Saad, David and Rattray, Magnus (1998). Learning with regularizers in multilayer neural networks. Physical Review E, 57 (2), pp. 2170-2176.

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.

West, Ansgar H.L. and Saad, David (1997). On-line learning with adaptive back-propagation in two-layer networks. Physical Review E, 56 (3), pp. 3426-3445.

West, Ansgar H. L.; Saad, David and Nabney, Ian T. (1997). The learning dynamics of a universal approximator. Advances in Neural Information Processing Systems, 9 , pp. 288-294.

Freeman, Jason and Saad, David (1997). Dynamics of on-line learning in radial basis function networks. Physical Review E, 56 (1), pp. 907-918.

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

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

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

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

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

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

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.

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.

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),

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

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.

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 ,

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

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

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.

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

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

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

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

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

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

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

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

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

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 error-correcting codes. Europhysics Letters, 45 (1), pp. 97-103.

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

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

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

Tanaka, Toshiyuki and Saad, David 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.

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

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.

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

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.

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.

Alamino, Roberto C. and Saad, David (2008). 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.

Saad, David (2003). 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.

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 (2001). 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.

Vicente, Renato; Saad, David and Kabashima, Yoshiyuki (2001). 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; Kabashima, Yoshiyuki and Vicente, Renato (2001). 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.

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). Simple Gallager codes for BSC. IN: Proceedings of the international workshop on soft computing in industry '99. IEEE.

Rattray, Magnus and Saad, David (1998). 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.

West, Ansgar H L and Saad, David (1997). 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.

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.

Rattray, Magnus and Saad, David 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.

Bounkong, Stephane; Saad, David and Lowe, David 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.

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

Mahmoudi, Hamed; Rodolakis, Georgios; Georgiadis, Leonidas and Saad, David 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; Yeung, C.H. and Saad, David 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.

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.

Bounkong, Stéphane; Toch, Borémi and Saad, David 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.

Saad, David; Kabashima, Yoshiyuki and Murayama, Tatsuto 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.

Saad, David; Kabashima, Yoshiyuki; Murayama, Tatsuto and Vicente, Renato 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.

Kabashima, Yoshiyuki and Saad, David 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.

Rattray, Magnus and Saad, David 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.

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.

Kabashima, Yoshiyuki and Saad, David 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.

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.

Monograph

Skantzos, Nikos S.; van Mourik, Jort; Kabashima, Yoshiyuki and Saad, David (2002). Average error exponent in Gallager low-density parity-check codes. Working Paper. Aston University, Birmingham, UK.

Saad, David (2002). Final Report on EPSRC Research Grant GR/N00562. Project Report. Aston University.

Saad, David (2000). Final Report on EPSRC Research Grant GR/L52093. Project Report. Aston University, Birmingham, UK.

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

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

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

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

Conference or Workshop Item

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

Neirotti, Juan. P. and Saad, David (2005). 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 (2002). 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 (2002). 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 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 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 Structured codebooks for SCS watermarking. IN: Signal Processing, Pattern Recognition, and Applications (SPPRA 2003). 2003-07-01 - 2003-07-01.

This list was generated on Wed Nov 22 01:03:15 2017 GMT.