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    AAAI
    2015
    25views Intelligent Agents» more  AAAI 2015»
    Inferring Latent User Properties from Texts Published in Social Media
    8 years 8 months ago
    Inferring Latent User Properties from Texts Published in Social Media
    Download  www.cs.jhu.edu
    We demonstrate an approach to predict latent personal attributes including user demographics, online personality, emotions and sentiments from texts published on Twitter. We rely ...
    Svitlana Volkova, Yoram Bachrach, Michael Armstron...
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    AAAI
    2015
    25views Intelligent Agents» more  AAAI 2015»
    RAIN: Social Role-Aware Information Diffusion
    8 years 8 months ago
    RAIN: Social Role-Aware Information Diffusion
    Download  keg.cs.tsinghua.edu.cn
    Information diffusion, which studies how information is propagated in social networks, has attracted considerable research effort recently. However, most existing approaches do no...
    Yang Yang, Jie Tang, Cane Wing-ki Leung, Yizhou Su...
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    AAAI
    2015
    17views Intelligent Agents» more  AAAI 2015»
    The Queue Method: Handling Delay, Heuristics, Prior Data, and Evaluation in Bandits
    8 years 8 months ago
    The Queue Method: Handling Delay, Heuristics, Prior Data, and Evaluation in Bandits
    Download  grail.cs.washington.edu
    Current algorithms for the standard multi-armed bandit problem have good empirical performance and optimal regret bounds. However, real-world problems often differ from the standa...
    Travis Mandel, Yun-En Liu, Emma Brunskill, Zoran P...
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    AAAI
    2015
    18views Intelligent Agents» more  AAAI 2015»
    Lazier Than Lazy Greedy
    8 years 8 months ago
    Lazier Than Lazy Greedy
    Download  las.inf.ethz.ch
    Is it possible to maximize a monotone submodular function faster than the widely used lazy greedy algorithm (also known as accelerated greedy), both in theory and practice? In thi...
    Baharan Mirzasoleiman, Ashwinkumar Badanidiyuru, A...
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    AAAI
    2015
    17views Intelligent Agents» more  AAAI 2015»
    Elementary School Science and Math Tests as a Driver for AI: Take the Aristo Challenge!
    8 years 8 months ago
    Elementary School Science and Math Tests as a Driver for AI: Take the Aristo Challenge!
    Download  allenai.org
    Peter Clark
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    AAAI
    2015
    24views Intelligent Agents» more  AAAI 2015»
    Deep Representation Learning with Target Coding
    8 years 8 months ago
    Deep Representation Learning with Target Coding
    Download  www.eecs.qmul.ac.uk
    We consider the problem of learning deep representation when target labels are available. In this paper, we show that there exists intrinsic relationship between target coding and...
    Shuo Yang, Ping Luo, Chen Change Loy, Kenneth W. S...
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    AAAI
    2015
    39views Intelligent Agents» more  AAAI 2015»
    Concurrent PAC RL
    8 years 8 months ago
    Concurrent PAC RL
    Download  www.cs.cmu.edu
    In many real-world situations a decision maker may make decisions across many separate reinforcement learning tasks in parallel, yet there has been very little work on concurrent ...
    Zhaohan Guo, Emma Brunskill
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    AAAI
    2015
    30views Intelligent Agents» more  AAAI 2015»
    Audit Games with Multiple Defender Resources
    8 years 8 months ago
    Audit Games with Multiple Defender Resources
    Download  teamcore.usc.edu
    Modern organizations (e.g., hospitals, social networks, government agencies) rely heavily on audit to detect and punish insiders who inappropriately access and disclose confident...
    Jeremiah Blocki, Nicolas Christin, Anupam Datta, A...
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    AAAI
    2015
    35views Intelligent Agents» more  AAAI 2015»
    Chinese Common Noun Phrase Resolution: An Unsupervised Probabilistic Model Rivaling Supervised Resolvers
    8 years 8 months ago
    Chinese Common Noun Phrase Resolution: An Unsupervised Probabilistic Model Rivaling Supervised Resolvers
    Download  www.hlt.utdallas.edu
    Pronoun resolution and common noun phrase resolution are the two most challenging subtasks of coreference resolution. While a lot of work has focused on pronoun resolution, common...
    Chen Chen, Vincent Ng
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    AAAI
    2015
    22views Intelligent Agents» more  AAAI 2015»
    An SVD and Derivative Kernel Approach to Learning from Geometric Data
    8 years 8 months ago
    An SVD and Derivative Kernel Approach to Learning from Geometric Data
    Download  www.zicokolter.com
    Motivated by problems such as molecular energy prediction, we derive an (improper) kernel between geometric inputs, that is able to capture the relevant rotational and translation...
    Eric Wong, J. Zico Kolter
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