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    AAAI
    2015
    21views Intelligent Agents» more  AAAI 2015»
    Self-Paced Curriculum Learning
    10 years 1 months ago
    Self-Paced Curriculum Learning
    Download  www.cs.cmu.edu
    Curriculum learning (CL) or self-paced learning (SPL) represents a recently proposed learning regime inspired by the learning process of humans and animals that gradually proceeds...
    Lu Jiang, Deyu Meng, Qian Zhao, Shiguang Shan, Ale...
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    AAAI
    2015
    26views Intelligent Agents» more  AAAI 2015»
    Unsupervised Word Sense Disambiguation Using Markov Random Field and Dependency Parser
    10 years 1 months ago
    Unsupervised Word Sense Disambiguation Using Markov Random Field and Dependency Parser
    Download  www.cse.iitb.ac.in
    Word Sense Disambiguation is a difficult problem to solve in the unsupervised setting. This is because in this setting inference becomes more dependent on the interplay between d...
    Devendra Singh Chaplot, Pushpak Bhattacharyya, Ash...
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    AAAI
    2015
    21views Intelligent Agents» more  AAAI 2015»
    Approximate Linear Programming for Constrained Partially Observable Markov Decision Processes
    10 years 1 months ago
    Approximate Linear Programming for Constrained Partially Observable Markov Decision Processes
    Download  webdocs.cs.ualberta.ca
    In many situations, it is desirable to optimize a sequence of decisions by maximizing a primary objective while respecting some constraints with respect to secondary objectives. S...
    Pascal Poupart, Aarti Malhotra, Pei Pei, Kee-Eung ...
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    AAAI
    2015
    27views Intelligent Agents» more  AAAI 2015»
    Robust Image Sentiment Analysis Using Progressively Trained and Domain Transferred Deep Networks
    10 years 1 months ago
    Robust Image Sentiment Analysis Using Progressively Trained and Domain Transferred Deep Networks
    Download  www.cs.rochester.edu
    Sentiment analysis of online user generated content is important for many social media analytics tasks. Researchers have largely relied on textual sentiment analysis to develop sy...
    Quanzeng You, Jiebo Luo, Hailin Jin, Jianchao Yang
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    AAAI
    2015
    14views Intelligent Agents» more  AAAI 2015»
    Solving Games with Functional Regret Estimation
    10 years 1 months ago
    Solving Games with Functional Regret Estimation
    Download  www.cs.cmu.edu
    We propose a novel online learning method for minimizing regret in large extensive-form games. The approach learns a function approximator online to estimate the regret for choosi...
    Kevin Waugh, Dustin Morrill, James Andrew Bagnell,...
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