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    JMLR
    2012
    255views Programming Languages» more  JMLR 2012»
    Learning Low-order Models for Enforcing High-order Statistics
    12 years 18 days ago
    Learning Low-order Models for Enforcing High-order Statistics
    Download  jmlr.csail.mit.edu
    Models such as pairwise conditional random fields (CRFs) are extremely popular in computer vision and various other machine learning disciplines. However, they have limited expre...
    Patrick Pletscher, Pushmeet Kohli
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    JMLR
    2012
    173views Programming Languages» more  JMLR 2012»
    Marginal Regression For Multitask Learning
    12 years 18 days ago
    Marginal Regression For Multitask Learning
    Download  jmlr.csail.mit.edu
    Variable selection is an important and practical problem that arises in analysis of many high-dimensional datasets. Convex optimization procedures that arise from relaxing the NP-...
    Mladen Kolar, Han Liu
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    SODA
    2012
    ACM
    217views Algorithms» more  SODA 2012»
    Deterministic construction of an approximate M-ellipsoid and its applications to derandomizing lattice algorithms
    12 years 17 days ago
    Deterministic construction of an approximate M-ellipsoid and its applications to derandomizing lattice algorithms
    Download  www2.isye.gatech.edu
    We give a deterministic O(log n)n -time and space algorithm for the Shortest Vector Problem (SVP) of a lattice under any norm, improving on the previous best deterministic nO(n) -...
    Daniel Dadush, Santosh Vempala
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    ICCV
    2005
    IEEE
    148views Computer Vision» more  ICCV 2005»
    Incorporating Visual Knowledge Representation in Stereo Reconstruction
    15 years 2 days ago
    Incorporating Visual Knowledge Representation in Stereo Reconstruction
    Download  stat.fsu.edu
    In this paper, we present a two-layer generative model that incorporates generic middle-level visual knowledge for dense stereo reconstruction. The visual knowledge is represented...
    Adrian Barbu, Song Chun Zhu
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    DAC
    2008
    ACM
    146views Computer Architecture» more  DAC 2008»
    The synthesis of robust polynomial arithmetic with stochastic logic
    14 years 11 months ago
    The synthesis of robust polynomial arithmetic with stochastic logic
    Download  cctbio.ece.umn.edu
    As integrated circuit technology plumbs ever greater depths in the scaling of feature sizes, maintaining the paradigm of deterministic Boolean computation is increasingly challeng...
    Weikang Qian, Marc D. Riedel
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