نتایج جستجو برای: minimum description length

تعداد نتایج: 718390  

Journal: :Scholarpedia 2008

2004
Jonathan Cohen

he intelligibility of speech in communication systems is generally reduced by interfering noise. This interference, which can take the form of environmental noise, reverberation, competing speech, or electronic channel noise, reduces intelligibility by masking the signal of interest. The reduction in intelligibility is particularly troublesome for listeners with hearing impairments, who have gr...

2017
Teemu Roos

The minimum description length (MDL) principle states that one should prefer the model that yields the shortest description of the data when the complexity of the model itself is also accounted for. MDL provides a versatile approach to statistical modeling. It is applicable to model selection and regularization. Modern versions of MDL lead to robust methods that are well suited for choosing an ...

Journal: :Transactions of the Association for Computational Linguistics 2022

Abstract We train neural networks to optimize a Minimum Description Length score, that is, balance between the complexity of network and its accuracy at task. show optimizing this objective function master tasks involving memory challenges go beyond context-free languages. These learners languages such as anbn, anbncn, anb2n, anbmcn +m, they perform addition. Moreover, often do so with 100% acc...

2003
Peter D. Grünwald Jae Myung Mark A. Pitt Petri Myllymäki Wray Buntine Jorma Rissanen Henry Tirri Petri Kontkanen

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