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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 2 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 2 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 2 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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    TODS
    2012
    245views Programming Languages» more  TODS 2012»
    Attribute and object selection queries on objects with probabilistic attributes
    12 years 2 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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    TODS
    2012
    209views Programming Languages» more  TODS 2012»
    Exploiting Web querying for Web people search
    12 years 2 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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    TODS
    2012
    191views Programming Languages» more  TODS 2012»
    A survey of B-tree logging and recovery techniques
    12 years 2 months ago
    A survey of B-tree logging and recovery techniques
    Download  tods.acm.org
    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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    TOIT
    2012
    225views Programming Languages» more  TOIT 2012»
    Minersoft: Software retrieval in grid and cloud computing infrastructures
    12 years 2 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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    TOIT
    2012
    191views Programming Languages» more  TOIT 2012»
    Firewall policy change-impact analysis
    12 years 2 months ago
    Firewall policy change-impact analysis
    Download  www.cse.msu.edu
    Alex X. Liu
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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 2 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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    TOCS
    2012
    241views Programming Languages» more  TOCS 2012»
    Leveraging Core Specialization via OS Scheduling to Improve Performance on Asymmetric Multicore Systems
    12 years 2 months ago
    Leveraging Core Specialization via OS Scheduling to Improve Performance on Asymmetric Multicore Systems
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    Juan Carlos Saez, Alexandra Fedorova, David Koufat...
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