# Bayesian programming

## Papers overview

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2016

2016

- ACM Conference on Computer and Communications…
- 2016

We present PrivInfer, an expressive framework for writing and verifying differentially private Bayesian machine learning… (More)

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2008

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2008

- AAMAS
- 2008

In a class of games known as Stackelberg games, one agent (the leader) must commit to a strategy that can be observed by the… (More)

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2008

2008

- 2008

The purpose of this chapter is to introduce gently the basics concepts of Bayesian Programming. After a short formal introduction… (More)

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2004

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2004

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2004

- 2004

We develop a Bayesian “sum-of-trees” model where each tree is constrained by a prior to be a weak leaner. Fitting and inference… (More)

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2003

2003

- IROS
- 2003

Evolve safely in an unchanged environment and possibly following an optimal trajectory is one big challenge presented by situated… (More)

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2002

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2002

- 2002

—Only recently has Bayesian inference of phylogeny been proposed. The method is now a practical alternative to the other methods… (More)

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2001

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2001

- 2001

In contrast to a posterior analysis given a particular sampling model, posterior model probabilities in the context of model… (More)

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1998

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1997

Highly Cited

1997

- Machine Learning
- 1997

The simple Bayesian classifier is known to be optimal when attributes are independent given the class, but the question of… (More)

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