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    AAAI
    2015
    42views Intelligent Agents» more  AAAI 2015»
    Active Learning for Informative Projection Retrieval
    8 years 8 months ago
    Active Learning for Informative Projection Retrieval
    Download  www.cs.cmu.edu
    We introduce an active learning framework designed to train classification models which use informative projections. Our approach works with the obtained lowdimensional models in...
    Madalina Fiterau, Artur Dubrawski
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    AAAI
    2015
    27views Intelligent Agents» more  AAAI 2015»
    A Bayesian Approach to Perceptual 3D Object-Part Decomposition Using Skeleton-Based Representations
    8 years 8 months ago
    A Bayesian Approach to Perceptual 3D Object-Part Decomposition Using Skeleton-Based Representations
    Download  paul.rutgers.edu
    We present a probabilistic approach to shape decomposition that creates a skeleton-based shape representation of a 3D object while simultaneously decomposing it into constituent p...
    Tarek El-Gaaly, Vicky Froyen, Ahmed M. Elgammal, J...
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    AAAI
    2015
    21views Intelligent Agents» more  AAAI 2015»
    Learning Predictable and Discriminative Attributes for Visual Recognition
    8 years 8 months ago
    Learning Predictable and Discriminative Attributes for Visual Recognition
    Download  ise.thss.tsinghua.edu.cn
    Utilizing attributes for visual recognition has attracted increasingly interest because attributes can effectively bridge the semantic gap between low-level visual features and hi...
    Yuchen Guo, Guiguang Ding, Xiaoming Jin, Jianmin W...
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    AAAI
    2015
    17views Intelligent Agents» more  AAAI 2015»
    Spontaneous Retrieval from Long-Term Memory for a Cognitive Architecture
    8 years 8 months ago
    Spontaneous Retrieval from Long-Term Memory for a Cognitive Architecture
    Download  web.eecs.umich.edu
    This paper presents the first functional evaluation of spontaneous, uncued retrieval from long-term memory in a cognitive architecture. The key insight is that current deliberate...
    Justin Li, John E. Laird
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    AAAI
    2015
    20views Intelligent Agents» more  AAAI 2015»
    The Boundary Forest Algorithm for Online Supervised and Unsupervised Learning
    8 years 8 months ago
    The Boundary Forest Algorithm for Online Supervised and Unsupervised Learning
    Download  s3-us-west-1.amazonaws.com
    We describe a new instance-based learning algorithm called the Boundary Forest (BF) algorithm, that can be used for supervised and unsupervised learning. The algorithm builds a fo...
    Charles Mathy, Nate Derbinsky, José Bento, ...
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    AAAI
    2015
    25views Intelligent Agents» more  AAAI 2015»
    CORPP: Commonsense Reasoning and Probabilistic Planning, as Applied to Dialog with a Mobile Robot
    8 years 8 months ago
    CORPP: Commonsense Reasoning and Probabilistic Planning, as Applied to Dialog with a Mobile Robot
    Download  www.cs.utexas.edu
    In order to be fully robust and responsive to a dynamically changing real-world environment, intelligent robots will need to engage in a variety of simultaneous reasoning modaliti...
    Shiqi Zhang, Peter Stone
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    AAAI
    2015
    26views Intelligent Agents» more  AAAI 2015»
    Integrating Features and Similarities: Flexible Models for Heterogeneous Multiview Data
    8 years 8 months ago
    Integrating Features and Similarities: Flexible Models for Heterogeneous Multiview Data
    Download  people.ee.duke.edu
    We present a probabilistic framework for learning with heterogeneous multiview data where some views are given as ordinal, binary, or real-valued feature matrices, and some views ...
    Wenzhao Lian, Piyush Rai, Esther Salazar, Lawrence...
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    AAAI
    2015
    20views Intelligent Agents» more  AAAI 2015»
    asprin: Customizing Answer Set Preferences without a Headache
    8 years 8 months ago
    asprin: Customizing Answer Set Preferences without a Headache
    Download  www.cs.sfu.ca
    In this paper we describe asprin1 , a general, flexible, and extensible framework for handling preferences among the stable models of a logic program. We show how complex prefere...
    Gerhard Brewka, James P. Delgrande, Javier Romero ...
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    AAAI
    2015
    23views Intelligent Agents» more  AAAI 2015»
    Spectral Clustering Using Multilinear SVD: Analysis, Approximations and Applications
    8 years 8 months ago
    Spectral Clustering Using Multilinear SVD: Analysis, Approximations and Applications
    Download  clweb.csa.iisc.ernet.in
    Spectral clustering, a graph partitioning technique, has gained immense popularity in machine learning in the context of unsupervised learning. This is due to convincing empirical...
    Debarghya Ghoshdastidar, Ambedkar Dukkipati
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    AAAI
    2015
    29views Intelligent Agents» more  AAAI 2015»
    Policy Tree: Adaptive Representation for Policy Gradient
    8 years 8 months ago
    Policy Tree: Adaptive Representation for Policy Gradient
    Download  www.fandm.edu
    Much of the focus on finding good representations in reinforcement learning has been on learning complex non-linear predictors of value. Policy gradient algorithms, which directl...
    Ujjwal Das Gupta, Erik Talvitie, Michael Bowling
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