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    AAECC
    2015
    Springer
    6views Algorithms» more  AAECC 2015»
    Trace representation of pseudorandom binary sequences derived from Euler quotients
    10 years 20 days ago
    Trace representation of pseudorandom binary sequences derived from Euler quotients
    Download  www.researchgate.net
    Zhixiong Chen, Xiaoni Du, Radwa Marzouk
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    AAAI
    2015
    43views Intelligent Agents» more  AAAI 2015»
    Optimizing the CVaR via Sampling
    10 years 20 days ago
    Optimizing the CVaR via Sampling
    Download  tx.technion.ac.il
    Conditional Value at Risk (CVaR) is a prominent risk measure that is being used extensively in various domains. We develop a new formula for the gradient of the CVaR in the form o...
    Aviv Tamar, Yonatan Glassner, Shie Mannor
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    AAAI
    2015
    40views Intelligent Agents» more  AAAI 2015»
    Loss-Calibrated Monte Carlo Action Selection
    10 years 20 days ago
    Loss-Calibrated Monte Carlo Action Selection
    Download  users.cecs.anu.edu.au
    Bayesian decision-theory underpins robust decisionmaking in applications ranging from plant control to robotics where hedging action selection against state uncertainty is critica...
    Ehsan Abbasnejad, Justin Domke, Scott Sanner
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    AAAI
    2015
    20views Intelligent Agents» more  AAAI 2015»
    Steering Evolution Strategically: Computational Game Theory and Opponent Exploitation for Treatment Planning, Drug Design, and S
    10 years 20 days ago
    Steering Evolution Strategically: Computational Game Theory and Opponent Exploitation for Treatment Planning, Drug Design, and S
    Download  www.cs.cmu.edu
    Living organisms adapt to challenges through evolution and adaptation. This has proven to be a key difficulty in developing therapies, since the organisms develop resistance. I p...
    Tuomas Sandholm
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    AAAI
    2015
    29views Intelligent Agents» more  AAAI 2015»
    Real-Time Symbolic Dynamic Programming
    10 years 20 days ago
    Real-Time Symbolic Dynamic Programming
    Download  users.cecs.anu.edu.au
    Recent advances in Symbolic Dynamic Programming (SDP) combined with the extended algebraic decision diagram (XADD) have provided exact solutions for expressive subclasses of fini...
    Luis Gustavo Rocha Vianna, Leliane N. de Barros, S...
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    AAAI
    2015
    30views Intelligent Agents» more  AAAI 2015»
    Robust Subspace Clustering via Thresholding Ridge Regression
    10 years 20 days ago
    Robust Subspace Clustering via Thresholding Ridge Regression
    Download  www.machineilab.org
    Given a data set from a union of multiple linear subspaces, a robust subspace clustering algorithm fits each group of data points with a low-dimensional subspace and then cluster...
    Xi Peng 0001, Zhang Yi 0001, Huajin Tang
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    AAAI
    2015
    29views Intelligent Agents» more  AAAI 2015»
    HACKAR: Helpful Advice for Code Knowledge and Attack Resilience
    10 years 20 days ago
    HACKAR: Helpful Advice for Code Knowledge and Attack Resilience
    Download  www.sift.net
    This paper describes a novel combination of Java program analysis and automated learning and planning architecture to the domain of Java vulnerability analysis. The key feature of...
    Ugur Kuter, Mark H. Burstein, J. Benton, Daniel Br...
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    AAAI
    2015
    30views Intelligent Agents» more  AAAI 2015»
    Mining User Consumption Intention from Social Media Using Domain Adaptive Convolutional Neural Network
    10 years 20 days ago
    Mining User Consumption Intention from Social Media Using Domain Adaptive Convolutional Neural Network
    Download  ir.hit.edu.cn
    Social media platforms are often used by people to express their needs and desires. Such data offer great opportunities to identify users’ consumption intention from user-genera...
    Xiao Ding, Ting Liu, Junwen Duan, Jian-Yun Nie
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    AAAI
    2015
    21views Intelligent Agents» more  AAAI 2015»
    Going Beyond Literal Command-Based Instructions: Extending Robotic Natural Language Interaction Capabilities
    10 years 20 days ago
    Going Beyond Literal Command-Based Instructions: Extending Robotic Natural Language Interaction Capabilities
    Download  hrilab.tufts.edu
    The ultimate goal of human natural language interaction is to communicate intentions. However, these intentions are often not directly derivable from the semantics of an utterance...
    Tom Williams, Gordon Briggs, Bradley Oosterveld, M...
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    AAAI
    2015
    18views Intelligent Agents» more  AAAI 2015»
    Tackling Mental Health by Integrating Unobtrusive Multimodal Sensing
    10 years 20 days ago
    Tackling Mental Health by Integrating Unobtrusive Multimodal Sensing
    Download  www.cs.rochester.edu
    Mental illness is becoming a major plague in modern societies and poses challenges to the capacity of current public health systems worldwide. With the widespread adoption of soci...
    Dawei Zhou, Jiebo Luo, Vincent M. B. Silenzio, Yun...
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