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    AAAI
    2015
    33views Intelligent Agents» more  AAAI 2015»
    An Unsupervised Framework of Exploring Events on Twitter: Filtering, Extraction and Categorization
    8 years 6 months ago
    An Unsupervised Framework of Exploring Events on Twitter: Filtering, Extraction and Categorization
    Download  cse.seu.edu.cn
    Twitter, as a popular microblogging service, has become a new information channel for users to receive and exchange the most up-to-date information on current events. However, sin...
    Deyu Zhou, Liangyu Chen, Yulan He
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    AAAI
    2015
    26views Intelligent Agents» more  AAAI 2015»
    Better Be Lucky than Good: Exceeding Expectations in MDP Evaluation
    8 years 6 months ago
    Better Be Lucky than Good: Exceeding Expectations in MDP Evaluation
    Download  gki.informatik.uni-freiburg.de
    We introduce the MDP-Evaluation Stopping Problem, the optimization problem faced by participants of the International Probabilistic Planning Competition 2014 that focus on their o...
    Thomas Keller 0001, Florian Geißer
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    AAAI
    2015
    17views Intelligent Agents» more  AAAI 2015»
    Parallelized Hitting Set Computation for Model-Based Diagnosis
    8 years 6 months ago
    Parallelized Hitting Set Computation for Model-Based Diagnosis
    Download  ls13-www.cs.tu-dortmund.de
    Model-Based Diagnosis techniques have been successfully applied to support a variety of faultlocalization tasks both for hardware and software artifacts. In many applications, Rei...
    Dietmar Jannach, Thomas Schmitz, Kostyantyn M. Shc...
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    AAAI
    2015
    39views Intelligent Agents» more  AAAI 2015»
    Active Advice Seeking for Inverse Reinforcement Learning
    8 years 6 months ago
    Active Advice Seeking for Inverse Reinforcement Learning
    Download  homes.soic.indiana.edu
    Intelligent systems that interact with humans typically require input in the form of demonstrations and/or advice for optimal decision making. In more traditional systems, such in...
    Phillip Odom, Sriraam Natarajan
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    AAAI
    2015
    15views Intelligent Agents» more  AAAI 2015»
    Kickback Cuts Backprop's Red-Tape: Biologically Plausible Credit Assignment in Neural Networks
    8 years 6 months ago
    Kickback Cuts Backprop's Red-Tape: Biologically Plausible Credit Assignment in Neural Networks
    Download  las.inf.ethz.ch
    Error backpropagation is an extremely effective algorithm for assigning credit in artificial neural networks. However, weight updates under Backprop depend on lengthy recursive c...
    David Balduzzi, Hastagiri Vanchinathan, Joachim M....
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    AAAI
    2015
    35views Intelligent Agents» more  AAAI 2015»
    Learning Large-Scale Dynamic Discrete Choice Models of Spatio-Temporal Preferences with Application to Migratory Pastoralism in
    8 years 6 months ago
    Learning Large-Scale Dynamic Discrete Choice Models of Spatio-Temporal Preferences with Application to Migratory Pastoralism in
    Download  www.cs.cornell.edu
    Understanding spatio-temporal resource preferences is paramount in the design of policies for sustainable development. Unfortunately, resource preferences are often unknown to pol...
    Stefano Ermon, Yexiang Xue, Russell Toth, Bistra N...
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    AAAI
    2015
    25views Intelligent Agents» more  AAAI 2015»
    Learning to Uncover Deep Musical Structure
    8 years 6 months ago
    Learning to Uncover Deep Musical Structure
    Download  www.cs.rhodes.edu
    The overarching goal of music theory is to explain the inner workings of a musical composition by examining the structure of the composition. Schenkerian music theory supposes tha...
    Phillip B. Kirlin, David Jensen
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    AAAI
    2015
    30views Intelligent Agents» more  AAAI 2015»
    Using Machine Teaching to Identify Optimal Training-Set Attacks on Machine Learners
    8 years 6 months ago
    Using Machine Teaching to Identify Optimal Training-Set Attacks on Machine Learners
    Download  pages.cs.wisc.edu
    We investigate a problem at the intersection of machine learning and security: training-set attacks on machine learners. In such attacks an attacker contaminates the training data...
    Shike Mei, Xiaojin Zhu
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    AAAI
    2015
    21views Intelligent Agents» more  AAAI 2015»
    Fair Information Sharing for Treasure Hunting
    8 years 6 months ago
    Fair Information Sharing for Treasure Hunting
    Download  yiling.seas.harvard.edu
    In a search task, a group of agents compete to be the first to find the solution. Each agent has different private information to incorporate into its search. This problem is in...
    Yiling Chen, Kobbi Nissim, Bo Waggoner
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    AAAI
    2015
    16views Intelligent Agents» more  AAAI 2015»
    Incentivizing Users for Balancing Bike Sharing Systems
    8 years 6 months ago
    Incentivizing Users for Balancing Bike Sharing Systems
    Download  las.inf.ethz.ch
    Bike sharing systems have been recently adopted by a growing number of cities as a new means of transportation offering citizens a flexible, fast and green alternative for mobili...
    Adish Singla, Marco Santoni, Gábor Bart&oac...
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