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    AAAI
    2012
    277views Intelligent Agents» more  AAAI 2012»
    Relative Attributes for Enhanced Human-Machine Communication
    12 years 18 days ago
    Relative Attributes for Enhanced Human-Machine Communication
    Download  ttic.uchicago.edu
    We propose to model relative attributes1 that capture the relationships between images and objects in terms of human-nameable visual properties. For example, the models can captur...
    Devi Parikh, Adriana Kovashka, Amar Parkash, Krist...
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    AAAI
    2012
    231views Intelligent Agents» more  AAAI 2012»
    Learning the Kernel Matrix with Low-Rank Multiplicative Shaping
    12 years 18 days ago
    Learning the Kernel Matrix with Low-Rank Multiplicative Shaping
    Download  www-scf.usc.edu
    Selecting the optimal kernel is an important and difficult challenge in applying kernel methods to pattern recognition. To address this challenge, multiple kernel learning (MKL) ...
    Tomer Levinboim, Fei Sha
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    AAAI
    2012
    191views Intelligent Agents» more  AAAI 2012»
    Tree-Based Solution Methods for Multiagent POMDPs with Delayed Communication
    12 years 18 days ago
    Tree-Based Solution Methods for Multiagent POMDPs with Delayed Communication
    Download  people.csail.mit.edu
    Planning under uncertainty is an important and challenging problem in multiagent systems. Multiagent Partially Observable Markov Decision Processes (MPOMDPs) provide a powerful fr...
    Frans Adriaan Oliehoek, Matthijs T. J. Spaan
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    AAAI
    2012
    255views Intelligent Agents» more  AAAI 2012»
    A Sequential Decision Approach to Ordinal Preferences in Recommender Systems
    12 years 18 days ago
    A Sequential Decision Approach to Ordinal Preferences in Recommender Systems
    Download  truyen.vietlabs.com
    We propose a novel sequential decision approach to modeling ordinal ratings in collaborative filtering problems. The rating process is assumed to start from the lowest level, eva...
    Truyen Tran, Dinh Q. Phung, Svetha Venkatesh
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    AAAI
    2012
    220views Intelligent Agents» more  AAAI 2012»
    A Dynamic Rationalization of Distance Rationalizability
    12 years 18 days ago
    A Dynamic Rationalization of Distance Rationalizability
    Download  www.cs.cmu.edu
    Distance rationalizability is an intuitive paradigm for developing and studying voting rules: given a notion of consensus and a distance function on preference profiles, a ration...
    Craig Boutilier, Ariel D. Procaccia
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