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    AGI
    2015
    21views Artificial Intelligence» more  AGI 2015»
    Genetic Programming on Program Traces as an Inference Engine for Probabilistic Languages
    10 years 3 months ago
    Genetic Programming on Program Traces as an Inference Engine for Probabilistic Languages
    Download  agi-conf.org
    Abstract. Methods of simulated annealing and genetic programming over probabilistic program traces are developed firstly. These methods combine expressiveness of Turing-complete pr...
    Vita Batishcheva, Alexey Potapov
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    AGI
    2015
    25views Artificial Intelligence» more  AGI 2015»
    Issues in Temporal and Causal Inference
    10 years 3 months ago
    Issues in Temporal and Causal Inference
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    This paper discusses several key issues in temporal and causal inference in the context of AGI. The main conclusions are: (1) the representation of temporal information should take...
    Pei Wang, Patrick Hammer
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    AGI
    2015
    22views Artificial Intelligence» more  AGI 2015»
    Toward Tractable Universal Induction Through Recursive Program Learning
    10 years 3 months ago
    Toward Tractable Universal Induction Through Recursive Program Learning
    Download  agi-conf.org
    Abstract. Since universal induction is a central topic in artificial general intelligence (AGI), it is argued that compressing all sequences up to a complexity threshold should be...
    Arthur Franz
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    AGI
    2015
    23views Artificial Intelligence» more  AGI 2015»
    Anytime Bounded Rationality
    10 years 3 months ago
    Anytime Bounded Rationality
    Download  xenia.media.mit.edu
    Dependable cyber-physical systems strive to deliver anticipative, multi-objective performance anytime, facing deluges of inputs with varying and limited resources. This is even mor...
    Eric Nivel, Kristinn R. Thórisson, Bas R. S...
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    AGI
    2015
    24views Artificial Intelligence» more  AGI 2015»
    Plan Recovery in Reactive HTNs Using Symbolic Planning
    10 years 3 months ago
    Plan Recovery in Reactive HTNs Using Symbolic Planning
    Download  agi-conf.org
    Building formal models of the world and using them to plan future action is a central problem in artificial intelligence. In this work, we combine two well-known approaches to thi...
    Lydia Ould Ouali, Charles Rich, Nicolas Sabouret
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    AGI
    2015
    15views Artificial Intelligence» more  AGI 2015»
    A New View on Grid Cells Beyond the Cognitive Map Hypothesis
    10 years 3 months ago
    A New View on Grid Cells Beyond the Cognitive Map Hypothesis
    Download  www.fernuni-hagen.de
    Grid cells in the entorhinal cortex are generally considered to be a central part of a path integration system supporting the construction of a cognitive map of the environment in ...
    Jochen Kerdels, Gabriele Peters
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    AGI
    2015
    16views Artificial Intelligence» more  AGI 2015»
    Optimization Framework with Minimum Description Length Principle for Probabilistic Programming
    10 years 3 months ago
    Optimization Framework with Minimum Description Length Principle for Probabilistic Programming
    Download  agi-conf.org
    Abstract. Application of the Minimum Description Length principle to optimization queries in probabilistic programming was investigated on the example of the C++ probabilistic prog...
    Alexey Potapov, Vita Batishcheva, Sergey Rodionov
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    AGHCS
    2015
    2views more  AGHCS 2015»
    Pre-trained Deep Neural Network using Sparse Autoencoders and Scattering Wavelet Transform for Musical Genre Recognition
    10 years 3 months ago
    Pre-trained Deep Neural Network using Sparse Autoencoders and Scattering Wavelet Transform for Musical Genre Recognition
    Download  mariuszklec.com
    This paper tries to combine the approach of Deep Neural Networks (DNN) with the novel audio features extracted using the Scattering Wavelet Transform (SWT) for classifying musical...
    Mariusz Klec
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    AGHCS
    2015
    10views more  AGHCS 2015»
    Document controversy classification based on the Wikipedia category structure
    10 years 3 months ago
    Document controversy classification based on the Wikipedia category structure
    Download  journals.bg.agh.edu.pl
    Dispute and controversy are parts of our culture and cannot be omitted on the Internet (where it becomes more anonymous). There have been many studies on controversy, especially on...
    Michal Jankowski-Lorek, Kazimierz Zielinski
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    AGHCS
    2015
    23views more  AGHCS 2015»
    Noisy-parallel and comparable corpora filtering methodology for the extraction of bi-lingual equivalent data at sentence level
    10 years 3 months ago
    Noisy-parallel and comparable corpora filtering methodology for the extraction of bi-lingual equivalent data at sentence level
    Download  journals.bg.agh.edu.pl
    Abstract Text alignment and text quality are critical to the accuracy of Machine Translation (MT) systems, some NLP tools, and any other text processing tasks requiring bilingual d...
    Krzysztof Wolk
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