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    AAAI
    2015
    35views Intelligent Agents» more  AAAI 2015»
    Binarisation via Dualisation for Valued Constraints
    8 years 8 months ago
    Binarisation via Dualisation for Valued Constraints
    Download  www.cs.ox.ac.uk
    Constraint programming is a natural paradigm for many combinatorial optimisation problems. The complexity of constraint satisfaction for various forms of constraints has been wide...
    David A. Cohen, Martin C. Cooper, Peter G. Jeavons...
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    AAAI
    2015
    50views Intelligent Agents» more  AAAI 2015»
    Approximately Optimal Risk-Averse Routing Policies via Adaptive Discretization
    8 years 8 months ago
    Approximately Optimal Risk-Averse Routing Policies via Adaptive Discretization
    Download  users.ece.utexas.edu
    Mitigating risk in decision-making has been a longstanding problem. Due to the mathematical challenge of its nonlinear nature, especially in adaptive decisionmaking problems, fin...
    Darrell Hoy, Evdokia Nikolova
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    AAAI
    2015
    14views Intelligent Agents» more  AAAI 2015»
    An Exact Algorithm for Solving Most Relevant Explanation in Bayesian Networks
    8 years 8 months ago
    An Exact Algorithm for Solving Most Relevant Explanation in Bayesian Networks
    Download  url.cs.qc.cuny.edu
    Most Relevant Explanation (MRE) is a new inference task in Bayesian networks that finds the most relevant partial instantiation of target variables as an explanation for given ev...
    Xiaoyuan Zhu, Changhe Yuan
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    AAAI
    2015
    15views Intelligent Agents» more  AAAI 2015»
    Machine Teaching: An Inverse Problem to Machine Learning and an Approach Toward Optimal Education
    8 years 8 months ago
    Machine Teaching: An Inverse Problem to Machine Learning and an Approach Toward Optimal Education
    Download  pages.cs.wisc.edu
    Xiaojin Zhu
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    AAAI
    2015
    20views Intelligent Agents» more  AAAI 2015»
    Topical Word Embeddings
    8 years 8 months ago
    Topical Word Embeddings
    Download  nlp.csai.tsinghua.edu.cn
    Most word embedding models typically represent each word using a single vector, which makes these models indiscriminative for ubiquitous homonymy and polysemy. In order to enhance...
    Yang Liu, Zhiyuan Liu, Tat-Seng Chua, Maosong Sun
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    AAAI
    2015
    14views Intelligent Agents» more  AAAI 2015»
    Spatio-Spectral Exploration Combining In Situ and Remote Measurements
    8 years 8 months ago
    Spatio-Spectral Exploration Combining In Situ and Remote Measurements
    Download  ml.jpl.nasa.gov
    Adaptive exploration uses active learning principles to improve the efficiency of autonomous robotic surveys. This work considers an important and understudied aspect of autonomo...
    David Ray Thompson, David Wettergreen, Greydon T. ...
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    AAAI
    2015
    23views Intelligent Agents» more  AAAI 2015»
    Pathway Graphical Lasso
    8 years 8 months ago
    Pathway Graphical Lasso
    Download  homes.cs.washington.edu
    Graphical models provide a rich framework for summarizing the dependencies among variables. The graphical lasso approach attempts to learn the structure of a Gaussian graphical mo...
    Maxim Grechkin, Maryam Fazel, Daniela M. Witten, S...
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    AAAI
    2015
    37views Intelligent Agents» more  AAAI 2015»
    An Entorhinal-Hippocampal Model for Simultaneous Cognitive Map Building
    8 years 8 months ago
    An Entorhinal-Hippocampal Model for Simultaneous Cognitive Map Building
    Download  www1.i2r.a-star.edu.sg
    Hippocampal place cells and entorhinal grid cells have been hypothesized to be able to form map-like spatial representation of the environment, namely cognitive map. In most prior...
    Miaolong Yuan, Bo Tian, Vui Ann Shim, Huajin Tang,...
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    AAAI
    2015
    27views Intelligent Agents» more  AAAI 2015»
    A Faster Core Constraint Generation Algorithm for Combinatorial Auctions
    8 years 8 months ago
    A Faster Core Constraint Generation Algorithm for Combinatorial Auctions
    Download  www.ifi.uzh.ch
    Computing prices in core-selecting combinatorial auctions is a computationally hard problem. Auctions with many bids can only be solved using a recently proposed core constraint g...
    Benedikt Bünz, Sven Seuken, Benjamin Lubin
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    AAAI
    2015
    32views Intelligent Agents» more  AAAI 2015»
    Visualization Techniques for Topic Model Checking
    8 years 8 months ago
    Visualization Techniques for Topic Model Checking
    Download  www.jamram.net
    Topic models remain a black box both for modelers and for end users in many respects. From the modelers’ perspective, many decisions must be made which lack clear rationales and...
    Jaimie Murdock, Colin Allen
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