David Saad

CoRR, 2020

2019

Scalable Influence Estimation Without Sampling.

[BibT_eX]

[DOI]

Andrey Y. Lokhov

CoRR, 2019

Large Deviation Analysis of Function Sensitivity in Random Deep Neural Networks.

[BibT_eX]

[DOI]

Bo Li

CoRR, 2019

2018

Self-Organization Scheme for Balanced Routing in Large-Scale Multi-Hop Networks.

[BibT_eX]

[DOI]

Mihai-Alin Badiu

Justin P. Coon

CoRR, 2018

2017

Optimal deployment of resources for maximizing impact in spreading processes.

[BibT_eX]

[DOI]

Andrey Y. Lokhov

Proc. Natl. Acad. Sci. USA, 2017

Exploring the Function Space of Deep-Learning Machines.

[BibT_eX]

[DOI]

Bo Li

CoRR, 2017

2016

Distributed Optimization in Transportation and Logistics Networks.

[BibT_eX]

[DOI]

IEICE Trans. Commun., 2016

2015

On Reliable Computation by Noisy Random Boolean Formulas.

[BibT_eX]

[DOI]

Alexander Mozeika

IEEE Trans. Inf. Theory, 2015

2014

Shortest node-disjoint paths on random graphs.

[BibT_eX]

[DOI]

CoRR, 2014

Physics-inspired methods for networking and communications.

[BibT_eX]

[DOI]

Iordanis Koutsopoulos

IEEE Commun. Mag., 2014

2013

From the Physics of Interacting Polymers to Optimizing Routes on the London Underground.

[BibT_eX]

[DOI]

CoRR, 2013

Message-passing algorithms for optimal utilization of cognitive radio networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Communications, 2013

2012

The Competition for Shortest Paths on Sparse Graphs

[BibT_eX]

[DOI]

CoRR, 2012

2011

Networks and Networking - A Statistical Physics Perspective

[BibT_eX]

[DOI]

CoRR, 2011

2010

The interplay of microscopic and mesoscopic structure in complex networks

[BibT_eX]

[DOI]

Joerg Reichardt

Roberto Alamino

CoRR, 2010

2009

Computing with Noise - Phase Transitions in Boolean Formulas

[BibT_eX]

[DOI]

Alexander Mozeika

CoRR, 2009

2008

Composite CDMA - A statistical mechanics analysis

[BibT_eX]

[DOI]

CoRR, 2008

Network optimisation - A statistical physics perspective.

[BibT_eX]

[DOI]

Proceedings of the 6th International Symposium on Modeling and Optimization in Mobile, 2008

Randomness and metastability in CDMA paradigms.

[BibT_eX]

[DOI]

Proceedings of the 6th International Symposium on Modeling and Optimization in Mobile, 2008

Typical performance of generalised vector channels.

[BibT_eX]

[DOI]

Roberto Alamino

Proceedings of the 6th International Symposium on Modeling and Optimization in Mobile, 2008

2007

Minimizing Unsatisfaction in Colorful Neighborhoods

[BibT_eX]

[DOI]

CoRR, 2007

Sparsely-spread CDMA - a statistical mechanics based analysis

[BibT_eX]

[DOI]

CoRR, 2007

2006

Message-Passing for Inference and Optimization of Real Variables on Sparse Graphs.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing, 13th International Conference, 2006

2005

Improved message passing for inference in densely connected systems

[BibT_eX]

[DOI]

Juan P. Neirotti

CoRR, 2005

Message passing for task redistribution on sparse graphs.

[BibT_eX]

[DOI]

Zhuo Gao

Proceedings of the Advances in Neural Information Processing Systems 18 [Neural Information Processing Systems, 2005

Optimal Embedding for Watermarking in Discrete Data Spaces.

[BibT_eX]

[DOI]

Stéphane Bounkong

Borémi Toch

Proceedings of the Information Hiding, 7th International Workshop, 2005

2003

ICA for Watermarking Digital Images.

[BibT_eX]

[DOI]

J. Mach. Learn. Res., 2003

Watermarking of audio signals using independent component analysis.

[BibT_eX]

[DOI]

Borémi Toch

David Lowe

Proceedings of the 3rd International Conference on WEB Delivering of Music (WEDELMUSIC 2003), 2003

2002

Independent Component Analysis for Domain Independent Watermarking.

[BibT_eX]

[DOI]

Stéphane Bounkong

David Lowe

Proceedings of the Artificial Neural Networks, 2002

2001

Statistical Physics of Low Density Parity Check Error Correcting Codes.

[BibT_eX]

[DOI]

Proceedings of the Cryptography and Coding, 2001

Weight vs. Magnetization Enumerator for Gallager Codes.

[BibT_eX]

[DOI]

Jort van Mourik

Yoshiyuki Kabashima

Proceedings of the Cryptography and Coding, 2001

2000

Error-correcting Codes on a Bethe-like Lattice.

[BibT_eX]

[DOI]

Renato Vicente

Yoshiyuki Kabashima

Proceedings of the Advances in Neural Information Processing Systems 13, 2000

1999

Regular and Irregular Gallager-zype Error-Correcting Codes.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 12, [NIPS Conference, Denver, Colorado, USA, November 29, 1999

1998

The Belief in TAP.

[BibT_eX]

[DOI]

Yoshiyuki Kabashima

Proceedings of the Advances in Neural Information Processing Systems 11, [NIPS Conference, Denver, Colorado, USA, November 30, 1998

Dynamics of Supervised Learning with Restricted Training Sets.

[BibT_eX]

[DOI]

Anthony C. C. Coolen

Proceedings of the Advances in Neural Information Processing Systems 11, [NIPS Conference, Denver, Colorado, USA, November 30, 1998

Statistical theories of learning in radial basis function networks.

[BibT_eX]

[DOI]

Mark J. L. Orr

Proceedings of the Algorithms and Architectures., 1998

1997

Efficient Training of Recurrent Neural Network with Time Delays.

[BibT_eX]

[DOI]

Barak Cohen

Neural Networks, 1997

Online Learning in Radial Basis Function Networks.

[BibT_eX]

[DOI]

Neural Comput., 1997

Globally Optimal On-line Learning Rules.

[BibT_eX]

[DOI]

Magnus Rattray

Proceedings of the Advances in Neural Information Processing Systems 10, 1997

Two Approaches to Optimal Annealing.

[BibT_eX]

[DOI]

Todd K. Leen

Bernhard Schottky

Proceedings of the Advances in Neural Information Processing Systems 10, 1997

1996

General Gaussian Priors for Improved Generalization.

[BibT_eX]

[DOI]

Neural Networks, 1996

Radial Basis Function Networks: Generalization in Over-realizable and Unrealizable Scenarios.

[BibT_eX]

[DOI]

Neural Networks, 1996

Does Extra Knowledge Necessarily Improve Generalization?

[BibT_eX]

[DOI]

David Barber

Ansgar Heinrich Ludolf West

Neural Comput., 1996

The Learning Dynamcis of a Universal Approximator.

[BibT_eX]

[DOI]

Ian T. Nabney

Proceedings of the Advances in Neural Information Processing Systems 9, 1996

Learning with Noise and Regularizers in Multilayer Neural Networks.

[BibT_eX]

[DOI]

Sara A. Solla

Proceedings of the Advances in Neural Information Processing Systems 9, 1996

1995

Learning and generalization in radial basis function networks.

[BibT_eX]

[DOI]

Neural Comput., 1995

Test Error Fluctuations in Finite Linear Perceptrons.

[BibT_eX]

[DOI]

David Barber

Ansgar Heinrich Ludolf West

Peter Sollich

Neural Comput., 1995

Adaptive Back-Propagation in On-Line Learning of Multilayer Networks.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 8, 1995

Dynamics of On-Line Gradient Descent Learning for Multilayer Neural Networks.

[BibT_eX]

[DOI]

Sara A. Solla

Proceedings of the Advances in Neural Information Processing Systems 8, 1995

Knowledge and generalisation in simple learning systems.

[BibT_eX]

[DOI]

David Barber

Proceedings of the 3rd European Symposium on Artificial Neural Networks, 1995

1994

Learning from queries for maximum information gain in imperfectly learnable problems.

[BibT_eX]

[DOI]

Peter Sollich

Proceedings of the Advances in Neural Information Processing Systems 7, 1994

Hyperparameters Evidence and Generalisation for an Unrealisable Rule.

[BibT_eX]

[DOI]

Glenn Marion

Proceedings of the Advances in Neural Information Processing Systems 7, 1994

1993

Training a network with ternary weights using the CHIR algorithm.

[BibT_eX]

[DOI]

Shai Abramson

IEEE Trans. Neural Networks, 1993

Neural Net Pruning Based On Functional Behavior Of Neurons.

[BibT_eX]

[DOI]

Nachum Shamir

Int. J. Neural Syst., 1993

Using the Functional Behavior of Neurons for Genetic Recombination in Neural Nets Training.

[BibT_eX]

[DOI]

Nachum Shamir

Complex Syst., 1993

Preserving the Diversity of a Genetically Evolving Population of Nets Using the Functional Behavior of Neurons.

[BibT_eX]

[DOI]

Nachum Shamir

Complex Syst., 1993

1992

Improving training methods in neural networks via modification of the internal representations

[BibT_eX]

[DOI]

PhD thesis, 1992

Examining the Chir Algorithm Performance for Multilayer Networks and Continuous Input Vectors.

[BibT_eX]

[DOI]

R. Sasson

Int. J. Neural Syst., 1992

Training Recurrent Neural Networks - The Minimal Trajectory Algorithm.

[BibT_eX]

[DOI]

Int. J. Neural Syst., 1992

Training Recurrent Neural Networks via Trajectory Modification.

[BibT_eX]

[DOI]

Complex Syst., 1992

1991

Complex Systems: Errata and Changes Volumes 3 and 4.

[BibT_eX]

[DOI]

Andrzej Lech Kawczynski

Complex Syst., 1991

1990

Training Feed Forward Nets with Binary Weights via a Modified CHIR Algorithm.

[BibT_eX]

[DOI]

Complex Syst., 1990

Learning by Choice of Internal Representations: An Energy Minimization Approach.

[BibT_eX]

[DOI]