List of works - David Saad

Analysis of common attacks in public-key cryptosystems based on low-density parity-check codes

scientific article published on 25 November 2003

Chimera-like states in structured heterogeneous networks. ⬇️

scientific article

Coloring random graphs and maximizing local diversity

scientific article published on 2 November 2006

Communication networks beyond the capacity crunch

scientific article published on March 2016

Competition for shortest paths on sparse graphs.

scientific article published on 14 May 2012

Compression by replication.

scientific article published on 4 March 2014

Computing with noise: phase transitions in boolean formulas

scientific article published on 11 December 2009

Critical noise levels for low-density parity check decoding

scientific article published on 28 August 2002

Dynamics of Boolean networks: an exact solution

scientific article published on 24 May 2011

Dynamics of learning with restricted training sets

scientific article published in October 2000

Emerging interdependence between stock values during financial crashes

scientific article

Entropy Inflection and Invisible Low-Energy States: Defensive Alliance Example

scientific article published on 01 November 2018

Equilibration through local information exchange in networks.

scientific article published on 17 July 2006

Equilibrium properties of disordered spin models with two-scale interactions

scientific article published on 24 September 2009

Exploring the Function Space of Deep-Learning Machines

scientific article published on 01 June 2018

Finite-connectivity spin-glass phase diagrams and low-density parity check codes

scientific article

Finite-connectivity systems as error-correcting codes.

scientific article published on November 1999

From the physics of interacting polymers to optimizing routes on the London Underground.

scientific article published on 29 July 2013

General Gaussian Priors for Improved Generalization

scientific article published on 01 August 1996

Inference and optimization of real edges on sparse graphs: a statistical physics perspective.

scientific article published on 20 July 2007

Inference by belief propagation in composite systems

scientific article published on 8 August 2008

Inference by replication in densely connected systems

scientific article published on 30 October 2007

Interacting nonequilibrium systems with two temperatures.

scientific article published on 17 May 2013

Learning and generalization in radial basis function networks.

scientific article published in September 1995

Magnetization enumerator of real-valued symmetric channels in Gallager error-correcting codes

scientific article published on 21 March 2003

Neural net pruning based on functional behavior of neurons.

scientific article published in June 1993

Noise, regularizers, and unrealizable scenarios in online learning from restricted training sets

scientific article published on 27 June 2001

Noisy random Boolean formulae: a statistical physics perspective

scientific article published on 14 October 2010

On-line learning of unrealizable tasks.

scientific article published in November 1999

Optimal deployment of resources for maximizing impact in spreading processes.

scientific article published on 12 September 2017

Random graph coloring: statistical physics approach

scientific article published on 21 November 2002

Replication-based inference algorithms for hard computational problems.

scientific article published on 31 July 2013

Self-sustained clusters and ergodicity breaking in spin models.

scientific article

Slow spin dynamics and self-sustained clusters in sparsely connected systems

scientific article published on 01 June 2018

Space of Functions Computed by Deep-Layered Machines

scientific article published on 01 October 2020

Statistical mechanics of broadcast channels using low-density parity-check codes

scientific article published on 28 March 2003

The interplay between microscopic and mesoscopic structures in complex networks.

scientific article

Tighter decoding reliability bound for Gallager's error-correcting code

scientific article published on 21 September 2001

Typical behavior of relays in communication channels

scientific article published on 21 December 2007

Typical kernel size and number of sparse random matrices over Galois fields: a statistical physics approach.

scientific article published on 17 June 2008

List of works by David Saad

Analysis of common attacks in public-key cryptosystems based on low-density parity-check codes

Chimera-like states in structured heterogeneous networks. ⬇️

Coloring random graphs and maximizing local diversity

Communication networks beyond the capacity crunch

Competition for shortest paths on sparse graphs.

Compression by replication.

Computing with noise: phase transitions in boolean formulas

Critical noise levels for low-density parity check decoding

Dynamics of Boolean networks: an exact solution

Dynamics of learning with restricted training sets

Emerging interdependence between stock values during financial crashes

Entropy Inflection and Invisible Low-Energy States: Defensive Alliance Example

Equilibration through local information exchange in networks.

Equilibrium properties of disordered spin models with two-scale interactions

Exploring the Function Space of Deep-Learning Machines

Finite-connectivity spin-glass phase diagrams and low-density parity check codes

Finite-connectivity systems as error-correcting codes.

From the physics of interacting polymers to optimizing routes on the London Underground.

General Gaussian Priors for Improved Generalization

Inference and optimization of real edges on sparse graphs: a statistical physics perspective.

Inference by belief propagation in composite systems

Inference by replication in densely connected systems

Interacting nonequilibrium systems with two temperatures.

Learning and generalization in radial basis function networks.

Magnetization enumerator of real-valued symmetric channels in Gallager error-correcting codes

Neural net pruning based on functional behavior of neurons.

Noise, regularizers, and unrealizable scenarios in online learning from restricted training sets

Noisy random Boolean formulae: a statistical physics perspective

On-line learning of unrealizable tasks.

Optimal deployment of resources for maximizing impact in spreading processes.

Random graph coloring: statistical physics approach

Replication-based inference algorithms for hard computational problems.

Self-sustained clusters and ergodicity breaking in spin models.

Slow spin dynamics and self-sustained clusters in sparsely connected systems

Space of Functions Computed by Deep-Layered Machines

Statistical mechanics of broadcast channels using low-density parity-check codes

The interplay between microscopic and mesoscopic structures in complex networks.

Tighter decoding reliability bound for Gallager's error-correcting code

Typical behavior of relays in communication channels

Typical kernel size and number of sparse random matrices over Galois fields: a statistical physics approach.