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Cross entropy
Known as:
Cross-entropy
, Log loss
, Minxent
In information theory, the cross entropy between two probability distributions and over the same underlying set of events measures the average number…
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Related topics
Related topics
15 relations
Conditional entropy
Convolutional neural network
Cross-entropy method
Deep learning
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Papers overview
Semantic Scholar uses AI to extract papers important to this topic.
2019
2019
Theory III: Dynamics and Generalization in Deep Networks1
Andrzej Banburski
,
Q. Liao
,
+4 authors
T. Poggio
2019
Corpus ID: 75137889
The key to generalization is controlling the complexity of the network. However, there is no obvious control of complexity – such…
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2019
2019
Improved Mean Absolute Error for Learning Meaningful Patterns from Abnormal Training Data
Xinshao Wang
,
E. Kodirov
,
Yang Hua
,
N. Robertson
2019
Corpus ID: 209386409
We target at a challenging problem of training Deep Neural Networks (DNNs) on abnormal training data, where a considerable…
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2017
2017
Reducing Bias in Production Speech Models
Eric Battenberg
,
R. Child
,
+13 authors
Zhenyao Zhu
arXiv.org
2017
Corpus ID: 2334610
Replacing hand-engineered pipelines with end-to-end deep learning systems has enabled strong results in applications like speech…
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2014
2014
Fast Domain Adaptation of SMT models without in-Domain Parallel Data
Prashant Mathur
,
Sriram Venkatapathy
,
Nicola Cancedda
International Conference on Computational…
2014
Corpus ID: 523906
We address a challenging problem frequently faced by MT service providers: creating a domainspecific system based on a purely…
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2013
2013
Learning Semantic Representations for the Phrase Translation Model
Jianfeng Gao
,
Xiaodong He
,
Wen-tau Yih
,
L. Deng
arXiv.org
2013
Corpus ID: 7428684
This paper presents a novel semantic-based phrase translation model. A pair of source and target phrases are projected into…
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2011
2011
Farm level policy scenario analysis
A. Gocht
,
W. Britz
,
M. Adenauer
,
P. Ciaian
,
S. G. Paloma
2011
Corpus ID: 68357650
This study presents a quantitative policy impact analysis of alternative policy and macroeconomic assumptions in the agricultural…
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2009
2009
Input-Output Analysis, Linear Programming and Modified Multipliers
E. Zhu
,
Man-Keun Kim
,
T. Harris
2009
Corpus ID: 153796485
The input-output (IO) analysis explores changes in final demand through the regional economy using multipliers. However, it isn’t…
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2009
2009
Memetic Pareto Differential Evolution for Designing Artificial Neural Networks in Multiclassification Problems Using Cross-Entropy Versus Sensitivity
J. C. Fernández
,
C. Hervás‐Martínez
,
F. J. Martínez
,
Pedro Antonio Gutiérrez
,
Manuel Cruz
Hybrid Artificial Intelligence Systems
2009
Corpus ID: 4820839
This work proposes a Multiobjective Differential Evolution algorithm based on dominance Pareto concept for multiclassification…
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2007
2007
A conceptual framework for (iterated) revision, update, and nonmonotonic reasoning
G. Kern-Isberner
Formal Models of Belief Change in Rational Agents
2007
Corpus ID: 11233262
This paper makes a foundational contribution to the discussions on the very nature of belief change operations. Belief revision…
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2005
2005
Generative probabilistic models for multimedia retrieval: query generation against document generation
T. Westerveld
,
A. D. Vries
2005
Corpus ID: 15289837
This paper presents the use of generative probabilistic models for multimedia retrieval. Gaussian mixture models are estimated to…
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