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Publications by David Saad

Optimal Deployment of Resources for Maximizing Impact in Spreading Processes

Proceedings of the National Academy of Sciences of the United States of America
Multidisciplinary
2017English

Exploring the Function Space of Deep-Learning Machines

Physical Review Letters
AstronomyPhysics
2018English

Competition for Shortest Paths on Sparse Graphs

Physical Review Letters
AstronomyPhysics
2012English

Chimera-Like States in Structured Heterogeneous Networks

Chaos
Nonlinear PhysicsApplied MathematicsMathematical PhysicsStatisticalMedicineAstronomyPhysics
2017English

Optimal Distribution in Smart Grids With Volatile Renewable Sources Using a Message Passing Algorithm

International Journal of Smart Grid and Clean Energy
Electronic EngineeringSustainabilityEnergy EngineeringComputer NetworksCommunicationsElectricalRenewable EnergyPower Technologythe Environment
2016English

A Mean Field Theory of Coded CDMA Systems

Journal of Physics A: Mathematical and Theoretical
StatisticsProbabilityNonlinear PhysicsSimulationMathematical PhysicsStatisticalModelingAstronomyPhysics
2008English

Efficient Bayesian Inference for Learning in the Ising Linear Perceptron and Signal Detection in CDMA

Physica A: Statistical Mechanics and its Applications
StatisticsCondensed Matter PhysicsProbability
2006English

Inference by Replication in Densely Connected Systems

Physical Review E
2007English

Dynamics of On-Line Learning in Radial Basis Function Networks

Physical Review E
1997English

Finite Size Effects in On-Line Learning of Multi-Layer Neural Networks

Operations Research/Computer Science Interfaces Series
1997English

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