Mean field particle methods are a broad class of interacting type Monte Carlo algorithms for simulating from a sequence of probability distributionsâ€¦Â (More)

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Review

2016

Review

2016

We review some classical and more recent results for the derivation of mean field equations from systems of many particlesâ€¦Â (More)

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2014

2014

- Hamidou Tembine
- IEEE Transactions on Cybernetics
- 2014

Mean-field games have been studied under the assumption of very large number of players. For such large systems, the basic ideaâ€¦Â (More)

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Highly Cited

2012

Highly Cited

2012

- Qiang Liu, Jian Peng, Alexander T. Ihler
- NIPS
- 2012

Crowdsourcing has become a popular paradigm for labeling large datasets. However, it has given rise to the computational task ofâ€¦Â (More)

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Highly Cited

2012

Highly Cited

2012

Fusion of low-and high-dimensional approaches by trackers sampling for generic human motion tracking

- Ye Liu, Jinshi Cui, Huijing Zhao, Hongbin Zha
- Proceedings of the 21st International Conferenceâ€¦
- 2012

Recently, fusion of low- and high-dimensional approaches shows its success in the generic human motion tracking. However, how toâ€¦Â (More)

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2009

2009

This article is concerned with the fluctuations and the concentration properties of a general class of discrete generation andâ€¦Â (More)

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Review

2007

Review

2007

We survey here some recent studies concerning what we call mean-field models by analogy with Statistical Mechanics and Physicsâ€¦Â (More)

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Highly Cited

2002

Highly Cited

2002

- David Saad
- 2002

Several problems in statistical physics, information sciences or neural computing require probabilistic modeling of multivariableâ€¦Â (More)

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Highly Cited

2002

Highly Cited

2002

- Chen Yanover, Yair Weiss
- NIPS
- 2002

Side-chain prediction is an important subtask in the protein-folding problem. We show that finding a minimal energy side-chainâ€¦Â (More)

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Highly Cited

1994

Highly Cited

1994

- Zoubin Ghahramani
- NIPS
- 1994

Many real world learning problems are best characterized by an interaction of multiple independent causes or factors. Discoveringâ€¦Â (More)

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Highly Cited

1991

Highly Cited

1991

- Davi Geiger, Alan L. Yuille
- International Journal of Computer Vision
- 1991

We attempt to unify several approaches to image segmentation in early vision under a common framework. The Bayesian approach isâ€¦Â (More)

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