Journal Papers

T. Hosaka and Y. Kabashima, Statistical Mechanical Approach to Error Exponents of Lossy Data Compression, J. Phys. Soc. Jpn. 74, 488-497 (2005). K. Ogure and Y. Kabashima, Exact Analytic Continuation with Respect to the Replica Number in the Discrete Random Energy Model of Finite System, Prog. Theor. Phys. 111, 661-688 (2004). Y. Kabashima and D. Saad, Statistical mechanics of low-density parity-check codes, J. Phys. A 37, R1 (2004). N. Skanzos, D. Saad and Y. Kabashima, Analysis of common attacks in public-key cryptosystems based on low-density parity-check codes, Phys. Rev. E 68, 056125 (2003). Y. Kabashima, A CDMA multiuser detection algorithm on the basis of belief propagation, J. Phys. A 36, 11111 (2003). Y. Kabashima, Propagating beliefs in spin glass models, J. Phys. Soc. Jpn. 72, 1645 (2003). N. Skanzos, J. van Mourik, D. Saad and Y. Kabashima, Average and reliability error exponents in low-density parity-check codes, J. Phys. A 36, 11131 (2003). K. Nakamura, Y. Kabashima, R. Morelos-Zaragoza and D. Saad, Statistical mechanics of broadcast channels using low-density parity-check codes, Phys. Rev. E 67, 036703 (2003). T. Hosaka, Y. Kabashima and H. Nishimori, Statistical mechanics of lossy data compression using a non-monotonic perceptron, Phys. Rev. E 66, 066126 (2002). Y. Kabashima, K. Nakamura, J. van Mourik, Statistical mechanics of typical set decoding, Phys. Rev. E 66, 036125 (2002). J. van Mourik, D. Saad and Y. Kabashima, Critical noise levels for low-density parity-check codes, Phys. Rev. E 66, 026705 (2002). K. Nakamura, Y. Kabashima and D. Saad, Statistical mechanics of low-density parity check error-correcting codes over Galois fields, Europhys. Lett. 56, 610 (2001). Y. Kabashima, N. Sazuka, K. Nakamura, D. Saad, Tighter decoding reliability bound for Gallager's error-correcting code, Phys. Rev. E 64, 046113 (2001). Y. Kabashima, T. Murayama and D. Saad, Cryptographical properties of Ising spin systems, Phys. Rev. Lett. 84, 2230 (2000). Y. Kabashima, T. Murayama and D. Saad, Typical performance of Gallager-type error-correcting codes, Phys. Rev. Lett. 84, 1355 (2000). T. Murayama, Y. Kabashima, D. Saad and R. Vicente, Statistical physics of regular low-density parity-check error-correcting codes, Phys. Rev. E 62, 1577 (2000). R. Vicente, D. Saad and Y. Kabashima, Statistical physics of irregular low-density parity-check codes, J. Phys. A 33, 6527 (2000). R. Vicente, D. Saad and Y. Kabashima, Error-correcting code on a cactus: a solvable model, Europhys. Lett. 51, 698 (2000). K. Toya, K. Fukushima, Y. Kabashima and M. Okada, Bi-stability of mixed states in neural network storing hierarchical patterns, J. Phys. A 33, 2725 (2000). R. Vicente, D. Saad and Y. Kabashima, Finite-connectivity systems as error-correcting codes, Phys. Rev. E 60, 5352 (1999). Y. Kabashima and D. Saad, Statistical mechanics of error correcting codes, Europhys. Lett. 45, 97 (1999). J. Inoue, H. Nishimori and Y. Kabashima, Generalization ability of a perceptron with nonmonotonic transfer function, Phys. Rev. E 58, 849 (1998). Y. Kabashima and D. Saad, Belief propagation vs. TAP for decoding corrupted messages, Europhys. Lett. 44, 668 (1998). Y. Kabashima and J. Inoue, Learning of non - monotonic rules bysimple perceptrons, J. Phys. A 31, 123 (1998). J. Inoue, H. Nishimori, Y. Kabashima, On-line learning of non - monotonic rules by simple perceptron, J. Phys. A 30, 3795 (1997). T. Uezu, Y. Kabashima and K. Nokura, Analysis of Learning from Stochastic Rules in the Framework of Replica Symmetry Breaking, J. Phys. Soc. Jpn. 65, 3797 (1996). T. Uezu, Y. Kabashima, Perfect learning and Power law in learning from stochastic examples by Ising perceptrons - Analysis under one-step RSB ansatz, J. Phys. A 29, L439 (1996). T. Uezu, Y. Kabashima, Asymptotic behavior in learning from stochastic examples: One-step RSB calculation of the learning curue, J. Phys. A 29, L55 (1996).

Conference Papers

T. Hosaka and Y. Kabashima, Statistical mechanical evaluation of error exponents for lossy data compression, Proceedings 2004 IEEE International Symposium on Information Theory, 479 (2004). K. Nakamura, Y. Kabashima, D. Saad and R. Morelos-Zaragoza, Statistical mechanics of broadcast channels using low density parity check codes, Proceedings 2003 IEEE International Symposium on Information Theory, 294 (2003). Y. Kabashima, A statistical-mechanical approach to CDMA multiuser detection: propagating beliefs in a dense graph, Proceedings 2003 IEEE International Symposium on Information Theory, 329 (2003). Y. Kabashima, N. Sazuka, K. Nakamura and D. Saad, Evaluating zero error noise thresholds by the replica method for Gallager code ensembles, Proceedings 2002 IEEE International Symposium on Information Theory, 255 (2002). J. van Mourik, D. Saad and Y. Kabashima, Magnetization Enumerator for LDPC Codes - a Statistical Physics Approach, Proceedings 2002 IEEE International Symposium on Information Theory, 256 (2002). D. Saad, Y. Kabashima and T. Murayama, Public key cryptography and error correcting codes as Ising models, Disordered and Complex Systems, 89 (2001). R. Vicente, D. Saad and Y. Kabashima, Error-correcting Codes on a Bethe-like Lattice, Advances in Neural Information Processing Systems 13, 322 (2001). Y. Kabashima, T. Murayama, D. Saad and R. Vicente, Regular and Irregular Gallager-type Error-Correcting Codes, Advances in Neural Information Processing Systems 12, 272 (2000). N. Sazuka and Y. Kabashima, Learning in Non-monotonic Perceptron Using Hidden Variables, Proceedings of ICONIP2000, 779 (2000). Y. Kabashima, Statistical Mechanics of Learning and Generalization, Proceedings of Third International Symposium on Artificial Life and Robotics, 310 (1998). Y. Kabashima and D. Saad, Simple Gallager Codes for BSC, Proceedings of International Workshop on Soft Computing in Industry'99 (IWSCI'99), 136 (1999). S. Shimasaki and Y. Kabashima, Dynamical Analysis of the Wake-Sleep Algorithm, Proceedings of International Workshop on Soft Computing in Industry'99 (IWSCI'99), 109 (1999). Y. Kabashima and D. Saad, The Belief in TAP, Advances in Neural Information Processing Systems 11, 246 (1999). J. Inoue, H. Nishimori and Y. Kabashima, A simple perceptron that learns non-monotonic rules, Proceedings of TANC'97 Hong Kong International Workshop on Theoretical Aspect of Neural Computation, 257 (1997).

Book Chapters

R. Vicente, D. Saad and Y. Kabashima, Low-Density Parity-Check Codes, Advances in IMAGING and ELECTRON PHYSICS vol. 125 (Academic Press), 232 (2002). D. Saad, Y. Kabashima and R. Vicente, TAP for Parity Check Error Correcting Codes, Advanced Mean Field Methods -- Theory and Practice --(MIT Press), 66 (2001). Y. Kabashima and D. Saad, The TAP Approach to Intensive and Extensive Connectivity Systems, Advanced Mean Field Methods -- Theory and Practice --(MIT Press), 51 (2001). Y. Kabashima and S. Shinomoto, Online Learning of a Decision Boundary with and without Queries, ONLINE LEARNING IN NEURAL NETWORKS (Cambridge Univ. Press), 345 (1998).

Conference (others)

Y. Kabashima and T. Hosaka Statistical mechanics of source coding with a fidelity criterion, Statistical Physics of Disordered Systems and its Applications (SPDSA) (2004). K. Ogure and Y. Kabashima, An exact analytic extension to complex replica number in a discrete random energy model of finite system size, Statistical Physics of Disordered Systems and its Applications (SPDSA) (2004). H. Park, M. Inoue, and M. Okada Slow dynamics due to singularities of hierarchical learning machines, Statistical Physics of Disordered Systems and its Applications (SPDSA) (2004). M. Inoue, K. Hukushima, and M. Okada A PCA approach to Sourlas code analysis, Statistical Physics of Disordered Systems and its Applications (SPDSA) (2004).