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    ASPLOS
    2012
    ACM
    327views Programming Languages» more  ASPLOS 2012»
    Applying transactional memory to concurrency bugs
    12 years 1 months ago
    Applying transactional memory to concurrency bugs
    Download  pages.cs.wisc.edu
    Multithreaded programs often suffer from synchronization bugs such as atomicity violations and deadlocks. These bugs arise from complicated locking strategies and ad hoc synchroni...
    Haris Volos, Andres Jaan Tack, Michael M. Swift, S...
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    COMGEO
    2012
    ACM
    275views Applied Computing» more  COMGEO 2012»
    Routing multi-class traffic flows in the plane
    12 years 1 months ago
    Routing multi-class traffic flows in the plane
    Download  voronoi.ams.sunysb.edu
    We study a class of multi-commodity flow problems in geometric domains: For a given planar domain P populated with obstacles (holes) of K ≥ 2 types, compute a set of thick path...
    Joondong Kim, Joseph S. B. Mitchell, Valentin Poli...
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    EC
    2012
    289views ECommerce» more  EC 2012»
    Multimodal Optimization Using a Bi-Objective Evolutionary Algorithm
    12 years 1 months ago
    Multimodal Optimization Using a Bi-Objective Evolutionary Algorithm
    Download  www.iitk.ac.in
    In a multimodal optimization task, the main purpose is to find multiple optimal solutions (global and local), so that the user can have a better knowledge about different optima...
    Kalyanmoy Deb, Amit Saha
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    JMLR
    2012
    201views Programming Languages» more  JMLR 2012»
    Conditional Likelihood Maximisation: A Unifying Framework for Information Theoretic Feature Selection
    11 years 8 months ago
    Conditional Likelihood Maximisation: A Unifying Framework for Information Theoretic Feature Selection
    Download  jmlr.csail.mit.edu
    We present a unifying framework for information theoretic feature selection, bringing almost two decades of research on heuristic filter criteria under a single theoretical inter...
    Gavin Brown, Adam Pocock, Ming-Jie Zhao, Mikel Luj...
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    JMLR
    2012
    221views Programming Languages» more  JMLR 2012»
    Random Search for Hyper-Parameter Optimization
    11 years 8 months 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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