Sciweavers

    JMLR
    2012
    185views Programming Languages» more  JMLR 2012»
    Bandit Theory meets Compressed Sensing for high dimensional Stochastic Linear Bandit
    12 years 11 months ago
    Bandit Theory meets Compressed Sensing for high dimensional Stochastic Linear Bandit
    Download  hal.inria.fr
    Alexandra Carpentier, Rémi Munos
    claim paper
    Read More »
    JMLR
    2012
    197views Programming Languages» more  JMLR 2012»
    Sample Complexity of Composite Likelihood
    12 years 11 months ago
    Sample Complexity of Composite Likelihood
    Download  www.select.cs.cmu.edu
    We present the first PAC bounds for learning parameters of Conditional Random Fields [12] with general structures over discrete and real-valued variables. Our bounds apply to com...
    Joseph K. Bradley, Carlos Guestrin
    claim paper
    Read More »
    JMLR
    2012
    152views Programming Languages» more  JMLR 2012»
    Learning Fourier Sparse Set Functions
    12 years 11 months ago
    Learning Fourier Sparse Set Functions
    Download  las.ethz.ch
    Peter Stobbe, Andreas Krause
    claim paper
    Read More »
    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
    Download  homes.di.unimi.it
    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 ...
    claim paper
    Read More »
    90
    Voted
    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
    Download  people.csail.mit.edu
    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
    claim paper
    Read More »
    JMLR
    2012
    199views Programming Languages» more  JMLR 2012»
    On Bisubmodular Maximization
    12 years 11 months ago
    On Bisubmodular Maximization
    Download  ssli.ee.washington.edu
    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
    claim paper
    Read More »
    « first‹ previous123456789
    Explore & Download
    Proceedings Preprints Top 5 Ranked Papers Publications Books Software Tutorials Presentations Lectures Notes Datasets
    Productivity Tools
    International On-screen Keyboard Graphical Social Symbols OCR Text Recognition CSS3 Style Generator Web Page to PDF Web Page to Image PDF Split PDF Merge Latex Equation Editor Sci2ools
    Document Tools
    PDF to Text PDF to Postscript PDF to Thumbnails Excel to PDF Word to PDF Postscript to PDF PowerPoint to PDF Latex to Word Repair Corrupted PDF
    Image Tools
    JPG to PS JPG to PDF Extract Images from PDF Image Converter
    Sciweavers
    About Community Cookies Privacy Policy Terms of Use

    Copyright © Sciweavers LLC, 2009-2025, USA.