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    IR
    2010
    203views Natural Language Processing» more  IR 2010»
    Statistical query expansion for sentence retrieval and its effects on weak and strong queries
    13 years 7 months ago
    Statistical query expansion for sentence retrieval and its effects on weak and strong queries
    Download  www.gsi.dec.usc.es
    The retrieval of sentences that are relevant to a given information need is a challenging passage retrieval task. In this context, the well-known vocabulary mismatch problem arises...
    David E. Losada
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    ASPLOS
    2012
    ACM
    352views Programming Languages» more  ASPLOS 2012»
    Data races vs. data race bugs: telling the difference with portend
    12 years 5 months ago
    Data races vs. data race bugs: telling the difference with portend
    Download  infoscience.epfl.ch
    Even though most data races are harmless, the harmful ones are at the heart of some of the worst concurrency bugs. Alas, spotting just the harmful data races in programs is like ...
    Baris Kasikci, Cristian Zamfir, George Candea
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    JMLR
    2012
    221views Programming Languages» more  JMLR 2012»
    Random Search for Hyper-Parameter Optimization
    12 years 8 days ago
    Random Search for Hyper-Parameter Optimization
    Download  jmlr.csail.mit.edu
    Grid search and manual search are the most widely used strategies for hyper-parameter optimization. This paper shows empirically and theoretically that randomly chosen trials are ...
    James Bergstra, Yoshua Bengio
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    JMLR
    2012
    223views Programming Languages» more  JMLR 2012»
    Noise-Contrastive Estimation of Unnormalized Statistical Models, with Applications to Natural Image Statistics
    12 years 8 days ago
    Noise-Contrastive Estimation of Unnormalized Statistical Models, with Applications to Natural Image Statistics
    Download  www.cs.helsinki.fi
    We consider the task of estimating, from observed data, a probabilistic model that is parameterized by a finite number of parameters. In particular, we are considering the situat...
    Michael Gutmann, Aapo Hyvärinen
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    SIGSOFT
    2009
    ACM
    146views Software Engineering» more  SIGSOFT 2009»
    Darwin: an approach for debugging evolving programs
    14 years 10 months ago
    Darwin: an approach for debugging evolving programs
    Download  www.comp.nus.edu.sg
    Debugging refers to the laborious process of finding causes of program failures. Often, such failures are introduced when a program undergoes changes and evolves from a stable ver...
    Dawei Qi, Abhik Roychoudhury, Zhenkai Liang, Kapil...
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