Principle of maximum entropy

Known as: Mem (disambiguation), Entropy maximization principle, MaxEnt 
The principle of maximum entropy states that, subject to precisely stated prior data (such as a proposition that expresses ), the probability… (More)
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Papers overview

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2009
2009
There is no need to stress the importance of variational problems in mathematics and its applications. The list of variational… (More)
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Highly Cited
2008
Highly Cited
2008
Recent research has shown the benefit of framing problems of imitation learning as solutions to Markov Decision Problems. This… (More)
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Highly Cited
2005
Highly Cited
2005
We devise theoretical grounds for constructing channel models for multiple-input multiple-output (MIMO) systems based on… (More)
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Highly Cited
2005
Highly Cited
2005
  • Steven J. Phillipsa, Robert P. Andersonb, Robert E. Schapired
  • 2005
The availability of detailed environmental data, together with inexpensive and powerful computers, has fueled a rapid increase in… (More)
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Highly Cited
2002
Highly Cited
2002
We present a framework for statistical machine translation of natural languages based on direct maximum entropy models, which… (More)
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Highly Cited
1996
Highly Cited
1996
The concept of maximum entropy can be traced back along multiple threads to Biblical times Only recently however have computers… (More)
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Highly Cited
1996
Highly Cited
1996
An adaptive statistical language model is described, which successfully integrates long distance linguistic information with… (More)
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Highly Cited
1996
Highly Cited
1996
This paper presents a statistical model which trains from a corpus annotated with Part Of Speech tags and assigns them to… (More)
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Highly Cited
1982
Highly Cited
1982
We discuss the relations between maximum-entropy (MAXENT) and other methods of spectral analysis such as the Schuster, Blackman… (More)
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Highly Cited
1980
Highly Cited
1980
Absrmez-Jaynes’s principle of m@mum entropy and KuUba&‘s priodple of min imum cromentropy (mhlmum dire&d dfvergenoe) are shown… (More)
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