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    ASPLOS
    2012
    ACM
    250views Programming Languages» more  ASPLOS 2012»
    Path-exploration lifting: hi-fi tests for lo-fi emulators
    12 years 3 months ago
    Path-exploration lifting: hi-fi tests for lo-fi emulators
    Download  bitblaze.cs.berkeley.edu
    Processor emulators are widely used to provide isolation and instrumentation of binary software. However they have proved difficult to implement correctly: processor specificati...
    Lorenzo Martignoni, Stephen McCamant, Pongsin Poos...
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    ASPLOS
    2012
    ACM
    347views Programming Languages» more  ASPLOS 2012»
    ELI: bare-metal performance for I/O virtualization
    12 years 3 months ago
    ELI: bare-metal performance for I/O virtualization
    Download  www.mulix.org
    Direct device assignment enhances the performance of guest virtual machines by allowing them to communicate with I/O devices without host involvement. But even with device assignm...
    Abel Gordon, Nadav Amit, Nadav Har'El, Muli Ben-Ye...
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    JMLR
    2012
    176views Programming Languages» more  JMLR 2012»
    Fast interior-point inference in high-dimensional sparse, penalized state-space models
    11 years 10 months ago
    Fast interior-point inference in high-dimensional sparse, penalized state-space models
    Download  www.stat.columbia.edu
    We present an algorithm for fast posterior inference in penalized high-dimensional state-space models, suitable in the case where a few measurements are taken in each time step. W...
    Eftychios A. Pnevmatikakis, Liam Paninski
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    JMLR
    2012
    194views Programming Languages» more  JMLR 2012»
    Exact Covariance Thresholding into Connected Components for Large-Scale Graphical Lasso
    11 years 10 months ago
    Exact Covariance Thresholding into Connected Components for Large-Scale Graphical Lasso
    Download  www.stanford.edu
    We consider the sparse inverse covariance regularization problem or graphical lasso with regularization parameter λ. Suppose the sample covariance graph formed by thresholding th...
    Rahul Mazumder, Trevor Hastie
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    JMLR
    2012
    159views Programming Languages» more  JMLR 2012»
    Randomized Optimum Models for Structured Prediction
    11 years 10 months ago
    Randomized Optimum Models for Structured Prediction
    Download  hips.seas.harvard.edu
    One approach to modeling structured discrete data is to describe the probability of states via an energy function and Gibbs distribution. A recurring difficulty in these models is...
    Daniel Tarlow, Ryan Prescott Adams, Richard S. Zem...
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