| On-line learning in neural networks D Saad Cambridge University Press, 1999 | 620 | 1999 |
| Advanced mean field methods: Theory and practice M Opper, D Saad MIT press, 2001 | 565 | 2001 |
| On-line learning in soft committee machines D Saad, SA Solla Physical Review E 52 (4), 4225, 1995 | 270 | 1995 |
| Exact solution for on-line learning in multilayer neural networks D Saad, SA Solla Physical Review Letters 74 (21), 4337, 1995 | 199 | 1995 |
| Belief propagation vs. TAP for decoding corrupted messages Y Kabashima, D Saad Europhysics Letters 44 (5), 668, 1998 | 167 | 1998 |
| Information theory, inference, and learning algorithms D Saad American Scientist 92 (6), 578, 2004 | 166 | 2004 |
| Statistical mechanics of error-correcting codes Y Kabashima, D Saad Europhysics Letters 45 (1), 97, 1999 | 133 | 1999 |
| Online algorithms and stochastic approximations D Saad Online Learning 5 (3), 6, 1998 | 120 | 1998 |
| Communication networks beyond the capacity crunch AD Ellis, NM Suibhne, D Saad, DN Payne Philosophical Transactions of the Royal Society A: Mathematical, Physical …, 2016 | 113 | 2016 |
| ICA for watermarking digital images S Bounkong, B Toch, D Saad, D Lowe Journal of Machine Learning Research 4 (7-8), 1471-1498, 2003 | 113 | 2003 |
| Natural gradient descent for on-line learning M Rattray, D Saad, S Amari Physical review letters 81 (24), 5461, 1998 | 112 | 1998 |
| Off-shell electromagnetism in manifestly covariant relativistic quantum mechanics D Saad, LP Horwitz, RI Arshansky Foundations of Physics 19, 1125-1149, 1989 | 98 | 1989 |
| Statistical mechanics of low-density parity-check codes Y Kabashima, D Saad Journal of Physics A: Mathematical and General 37 (6), R1, 2004 | 97 | 2004 |
| Statistical physics of regular low-density parity-check error-correcting codes T Murayama, Y Kabashima, D Saad, R Vicente Physical Review E 62 (2), 1577, 2000 | 97 | 2000 |
| Typical performance of Gallager-type error-correcting codes Y Kabashima, T Murayama, D Saad Physical Review Letters 84 (6), 1355, 2000 | 78 | 2000 |
| Online learning in radial basis function networks JAS Freeman, D Saad Neural Computation 9 (7), 1601-1622, 1997 | 68 | 1997 |
| Optimal deployment of resources for maximizing impact in spreading processes AY Lokhov, D Saad Proceedings of the National Academy of Sciences 114 (39), E8138-E8146, 2017 | 66 | 2017 |
| Error-correcting codes that nearly saturate Shannon's bound I Kanter, D Saad Physical Review Letters 83 (13), 2660, 1999 | 66 | 1999 |
| Globally optimal parameters for on-line learning in multilayer neural networks D Saad, M Rattray Physical review letters 79 (13), 2578, 1997 | 56 | 1997 |
| Learning and generalization in radial basis function networks JAS Freeman, D Saad Neural Computation 7 (5), 1000-1020, 1995 | 56 | 1995 |
