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    JMLR
    2012
    187views Programming Languages» more  JMLR 2012»
    Minimax-Optimal Rates For Sparse Additive Models Over Kernel Classes Via Convex Programming
    11 years 11 months ago
    Minimax-Optimal Rates For Sparse Additive Models Over Kernel Classes Via Convex Programming
    Download  www.eecs.berkeley.edu
    Sparse additive models are families of d-variate functions with the additive decomposition f∗ = ∑j∈S f∗ j , where S is an unknown subset of cardinality s d. In this paper,...
    Garvesh Raskutti, Martin J. Wainwright, Bin Yu
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    UAI
    2004
    92views Artificial Intelligence» more  UAI 2004»
    Pre-Selection of Independent Binary Features: An Application to Diagnosing Scrapie in
    13 years 10 months ago
    Pre-Selection of Independent Binary Features: An Application to Diagnosing Scrapie in
    Download  uai.sis.pitt.edu
    Suppose that the only available information in a multi-class problem are expert estimates of the conditional probabilities of occurrence for a set of binary features. The aim is t...
    Ludmila I. Kuncheva, Christopher J. Whitaker, Pete...
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    SDM
    2007
    SIAM
    140views Data Mining» more  SDM 2007»
    A General Framework for Mining Concept-Drifting Data Streams with Skewed Distributions
    13 years 10 months ago
    A General Framework for Mining Concept-Drifting Data Streams with Skewed Distributions
    Download  www.cs.uiuc.edu
    In recent years, there have been some interesting studies on predictive modeling in data streams. However, most such studies assume relatively balanced and stable data streams but...
    Jing Gao, Wei Fan, Jiawei Han, Philip S. Yu
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    PAMI
    2008
    134views more  PAMI 2008»
    Bittracker - A Bitmap Tracker for Visual Tracking under Very General Conditions
    13 years 8 months ago
    Bittracker - A Bitmap Tracker for Visual Tracking under Very General Conditions
    Download  www.cs.technion.ac.il
    This paper addresses the problem of visual tracking under very general conditions: a possibly nonrigid target whose appearance may drastically change over time, general camera moti...
    Ido Leichter, Michael Lindenbaum, Ehud Rivlin
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    HYBRID
    2007
    Springer
    110views Control Systems» more  HYBRID 2007»
    A Partial Order Approach to Discrete Dynamic Feedback in a Class of Hybrid Systems
    14 years 3 months ago
    A Partial Order Approach to Discrete Dynamic Feedback in a Class of Hybrid Systems
    Download  www.eecs.umich.edu
    Abstract. We consider the dynamic feedback problem in a class of hybrid systems modeled as (infinite) state deterministic transition systems, in which the continuous variables are...
    Domitilla Del Vecchio
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