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    JMLR
    2012
    165views Programming Languages» more  JMLR 2012»
    PAC-Bayes-Bernstein Inequality for Martingales and its Application to Multiarmed Bandits
    12 years 11 months ago
    PAC-Bayes-Bernstein Inequality for Martingales and its Application to Multiarmed Bandits
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    We develop a new tool for data-dependent analysis of the exploration-exploitation trade-off in learning under limited feedback. Our tool is based on two main ingredients. The fi...
    Yevgeny Seldin, Nicolò Cesa-Bianchi, Peter ...
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    JMLR
    2012
    174views Programming Languages» more  JMLR 2012»
    Primal-Dual methods for sparse constrained matrix completion
    12 years 11 months ago
    Primal-Dual methods for sparse constrained matrix completion
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    We develop scalable algorithms for regular and non-negative matrix completion. In particular, we base the methods on trace-norm regularization that induces a low rank predicted ma...
    Yu Xin, Tommi Jaakkola
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    JMLR
    2012
    199views Programming Languages» more  JMLR 2012»
    On Bisubmodular Maximization
    12 years 11 months ago
    On Bisubmodular Maximization
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    Bisubmodularity extends the concept of submodularity to set functions with two arguments. We show how bisubmodular maximization leads to richer value-of-information problems, usin...
    Ajit Singh, Andrew Guillory, Jeff Bilmes
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    87
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    TODS
    2012
    245views Programming Languages» more  TODS 2012»
    Attribute and object selection queries on objects with probabilistic attributes
    12 years 11 months ago
    Attribute and object selection queries on objects with probabilistic attributes
    Download  www.ics.uci.edu
    Rabia Nuray-Turan, Dmitri V. Kalashnikov, Sharad M...
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    57
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    TODS
    2012
    209views Programming Languages» more  TODS 2012»
    Exploiting Web querying for Web people search
    12 years 11 months ago
    Exploiting Web querying for Web people search
    Download  www.ics.uci.edu
    Rabia Nuray-Turan, Dmitri V. Kalashnikov, Sharad M...
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    85
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    TODS
    2012
    191views Programming Languages» more  TODS 2012»
    A survey of B-tree logging and recovery techniques
    12 years 11 months ago
    A survey of B-tree logging and recovery techniques
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    B-trees have been ubiquitous in database management systems for several decades, and they serve in many other storage systems as well. Their basic structure and their basic operat...
    Goetz Graefe
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    90
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    TOIT
    2012
    225views Programming Languages» more  TOIT 2012»
    Minersoft: Software retrieval in grid and cloud computing infrastructures
    12 years 11 months ago
    Minersoft: Software retrieval in grid and cloud computing infrastructures
    Download  www.cs.ucy.ac.cy
    Marios D. Dikaiakos, Asterios Katsifodimos, George...
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    56
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    TOIT
    2012
    191views Programming Languages» more  TOIT 2012»
    Firewall policy change-impact analysis
    12 years 11 months ago
    Firewall policy change-impact analysis
    Download  www.cse.msu.edu
    Alex X. Liu
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    62
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    TOCS
    2012
    208views Programming Languages» more  TOCS 2012»
    A File Is Not a File: Understanding the I/O Behavior of Apple Desktop Applications
    12 years 11 months ago
    A File Is Not a File: Understanding the I/O Behavior of Apple Desktop Applications
    Download  sigops.org
    We analyze the I/O behavior of iBench, a new collection of productivity and multimedia application workloads. Our analysis reveals a number of differences between iBench and typic...
    Tyler Harter, Chris Dragga, Michael Vaughn, Andrea...
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    84
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    TOCS
    2012
    241views Programming Languages» more  TOCS 2012»
    Leveraging Core Specialization via OS Scheduling to Improve Performance on Asymmetric Multicore Systems
    12 years 11 months ago
    Leveraging Core Specialization via OS Scheduling to Improve Performance on Asymmetric Multicore Systems
    Download  www.cs.sfu.ca
    Juan Carlos Saez, Alexandra Fedorova, David Koufat...
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