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    COLT
    2008
    Springer
    179views Machine Learning» more  COLT 2008»
    Adapting to a Changing Environment: the Brownian Restless Bandits
    13 years 9 months ago
    Adapting to a Changing Environment: the Brownian Restless Bandits
    Download  research.microsoft.com
    In the multi-armed bandit (MAB) problem there are k distributions associated with the rewards of playing each of k strategies (slot machine arms). The reward distributions are ini...
    Aleksandrs Slivkins, Eli Upfal
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    JSA
    2007
    191views more  JSA 2007»
    Automated memory-aware application distribution for Multi-processor System-on-Chips
    13 years 7 months ago
    Automated memory-aware application distribution for Multi-processor System-on-Chips
    Download  zakalwe.fi
    Mapping of applications on a Multiprocessor System-on-Chip (MP-SoC) is a crucial step to optimize performance, energy and memory constraints at the same time. The problem is formu...
    Heikki Orsila, Tero Kangas, Erno Salminen, Timo D....
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    BMCBI
    2005
    189views more  BMCBI 2005»
    Quantitative inference of dynamic regulatory pathways via microarray data
    13 years 7 months ago
    Quantitative inference of dynamic regulatory pathways via microarray data
    Download  www.biomedcentral.com
    Background: The cellular signaling pathway (network) is one of the main topics of organismic investigations. The intracellular interactions between genes in a signaling pathway ar...
    Wen-Chieh Chang, Chang-Wei Li, Bor-Sen Chen
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    SDM
    2008
    SIAM
    177views Data Mining» more  SDM 2008»
    Practical Private Computation and Zero-Knowledge Tools for Privacy-Preserving Distributed Data Mining
    13 years 9 months ago
    Practical Private Computation and Zero-Knowledge Tools for Privacy-Preserving Distributed Data Mining
    Download  www.cs.berkeley.edu
    In this paper we explore private computation built on vector addition and its applications in privacypreserving data mining. Vector addition is a surprisingly general tool for imp...
    Yitao Duan, John F. Canny
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    SDM
    2008
    SIAM
    122views Data Mining» more  SDM 2008»
    Type-Independent Correction of Sample Selection Bias via Structural Discovery and Re-balancing
    13 years 9 months ago
    Type-Independent Correction of Sample Selection Bias via Structural Discovery and Re-balancing
    Download  www.weifan.info
    Sample selection bias is a common problem in many real world applications, where training data are obtained under realistic constraints that make them follow a different distribut...
    Jiangtao Ren, Xiaoxiao Shi, Wei Fan, Philip S. Yu
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