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    POPL
    2012
    ACM
    256views Programming Languages» more  POPL 2012»
    A type theory for probability density functions
    12 years 5 months ago
    A type theory for probability density functions
    Download  ashishagarwal.org
    There has been great interest in creating probabilistic programming languages to simplify the coding of statistical tasks; however, there still does not exist a formal language th...
    Sooraj Bhat, Ashish Agarwal, Richard W. Vuduc, Ale...
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    KDD
    2012
    ACM
    179views Data Mining» more  KDD 2012»
    Web image prediction using multivariate point processes
    12 years 15 days ago
    Web image prediction using multivariate point processes
    Download  vision.stanford.edu
    In this paper, we investigate a problem of predicting what images are likely to appear on the Web at a future time point, given a query word and a database of historical image str...
    Gunhee Kim, Fei-Fei Li, Eric P. Xing
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    CVPR
    2012
    IEEE
    200views Computer Vision» more  CVPR 2012»
    Segmentation using superpixels: A bipartite graph partitioning approach
    12 years 14 days ago
    Segmentation using superpixels: A bipartite graph partitioning approach
    Download  www.ee.columbia.edu
    Grouping cues can affect the performance of segmentation greatly. In this paper, we show that superpixels (image segments) can provide powerful grouping cues to guide segmentation...
    Zhenguo Li, Xiao-Ming Wu, Shih-Fu Chang
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    AAAI
    2012
    224views Intelligent Agents» more  AAAI 2012»
    Learning from Demonstration for Goal-Driven Autonomy
    12 years 13 days ago
    Learning from Demonstration for Goal-Driven Autonomy
    Download  users.soe.ucsc.edu
    Goal-driven autonomy (GDA) is a conceptual model for creating an autonomous agent that monitors a set of expectations during plan execution, detects when discrepancies occur, buil...
    Ben George Weber, Michael Mateas, Arnav Jhala
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    AAAI
    2012
    216views Intelligent Agents» more  AAAI 2012»
    Towards Discovering What Patterns Trigger What Labels
    12 years 13 days ago
    Towards Discovering What Patterns Trigger What Labels
    Download  cs.nju.edu.cn
    In many real applications, especially those involving data objects with complicated semantics, it is generally desirable to discover the relation between patterns in the input spa...
    Yu-Feng Li, Ju-Hua Hu, Yuang Jiang, Zhi-Hua Zhou
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