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    CVIU
    2007
    113views more  CVIU 2007»
    Primal sketch: Integrating structure and texture
    13 years 8 months ago
    Primal sketch: Integrating structure and texture
    Download  www.stat.ucla.edu
    This article proposes a generative image model, which is called ‘‘primal sketch,’’ following Marr’s insight and terminology. This model combines two prominent classes of...
    Cheng-en Guo, Song Chun Zhu, Ying Nian Wu
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    NIPS
    2008
    124views Information Technology» more  NIPS 2008»
    Weighted Sums of Random Kitchen Sinks: Replacing minimization with randomization in learning
    13 years 10 months ago
    Weighted Sums of Random Kitchen Sinks: Replacing minimization with randomization in learning
    Download  berkeley.intel-research.net
    Randomized neural networks are immortalized in this well-known AI Koan: In the days when Sussman was a novice, Minsky once came to him as he sat hacking at the PDP-6. "What a...
    Ali Rahimi, Benjamin Recht
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    KDD
    2003
    ACM
    127views Data Mining» more  KDD 2003»
    Experiments with random projections for machine learning
    14 years 9 months ago
    Experiments with random projections for machine learning
    Download  www.stat.rutgers.edu
    Dimensionality reduction via Random Projections has attracted considerable attention in recent years. The approach has interesting theoretical underpinnings and offers computation...
    Dmitriy Fradkin, David Madigan
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    ADHOC
    2006
    97views more  ADHOC 2006»
    A probabilistic algorithm for efficient and robust data propagation in wireless sensor networks
    13 years 9 months ago
    A probabilistic algorithm for efficient and robust data propagation in wireless sensor networks
    Download  www.ceid.upatras.gr
    We study the problem of data propagation in sensor networks, comprised of a large number of very small and low-cost nodes, capable of sensing, communicating and computing. The dis...
    Ioannis Chatzigiannakis, Tassos Dimitriou, Sotiris...
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    JOC
    2006
    71views more  JOC 2006»
    Private Computation: k-Connected versus 1-Connected Networks
    13 years 8 months ago
    Private Computation: k-Connected versus 1-Connected Networks
    Download  www.iacr.org
    We study the role of connectivity of communication networks in private computations under information theoretic settings. It will be shown that some functions can be computed by pr...
    Markus Bläser, Andreas Jakoby, Maciej Liskiew...
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