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    ICPR
    2008
    IEEE
    90views Computer Vision» more  ICPR 2008»
    On the efficient minimization of convex surrogates in supervised learning
    15 years 4 months ago
    On the efficient minimization of convex surrogates in supervised learning
    Download  figment.cse.usf.edu
    Richard Nock, Frank Nielsen
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    DAGM
    2005
    Springer
    98views Image Processing» more  DAGM 2005»
    Conservative Visual Learning for Object Detection with Minimal Hand Labeling Effort
    15 years 3 months ago
    Conservative Visual Learning for Object Detection with Minimal Hand Labeling Effort
    Download  www.cognitivesystems.org
    Peter M. Roth, Helmut Grabner, Danijel Skocaj, Hor...
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    ACL
    2007
    135views Computational Linguistics» more  ACL 2007»
    Learning to Extract Relations from the Web using Minimal Supervision
    14 years 11 months ago
    Learning to Extract Relations from the Web using Minimal Supervision
    Download  www.cs.utexas.edu
    We present a new approach to relation extraction that requires only a handful of training examples. Given a few pairs of named entities known to exhibit or not exhibit a particula...
    Razvan C. Bunescu, Raymond J. Mooney
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    NIPS
    2008
    124views Information Technology» more  NIPS 2008»
    Weighted Sums of Random Kitchen Sinks: Replacing minimization with randomization in learning
    14 years 11 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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    PAMI
    2006
    187views more  PAMI 2006»
    Learning Weighted Metrics to Minimize Nearest-Neighbor Classification Error
    14 years 9 months ago
    Learning Weighted Metrics to Minimize Nearest-Neighbor Classification Error
    Download  users.dsic.upv.es
    Roberto Paredes, Enrique Vidal
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