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    ICMLA
    2009
    143views Machine Learning» more  ICMLA 2009»
    Learning Geographic Regions using Location Based Services in Next Generation Networks
    13 years 2 months ago
    Learning Geographic Regions using Location Based Services in Next Generation Networks
    Download  www.ruhr-uni-bochum.de
    Abstract--In this paper we apply classification to learn geographic regions using Location Based Services (LBS) in Next Generation Networks (NGN). We assume that the information in...
    Yuheng He, Attila Bilgic
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    ICMLA
    2009
    155views Machine Learning» more  ICMLA 2009»
    Structured Prediction with Relative Margin
    13 years 2 months ago
    Structured Prediction with Relative Margin
    Download  www.cs.columbia.edu
    In structured prediction problems, outputs are not confined to binary labels; they are often complex objects such as sequences, trees, or alignments. Support Vector Machine (SVM) ...
    Pannagadatta K. Shivaswamy, Tony Jebara
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    ICMLA
    2009
    171views Machine Learning» more  ICMLA 2009»
    Multiagent Transfer Learning via Assignment-Based Decomposition
    13 years 2 months ago
    Multiagent Transfer Learning via Assignment-Based Decomposition
    Download  web.engr.oregonstate.edu
    We describe a system that successfully transfers value function knowledge across multiple subdomains of realtime strategy games in the context of multiagent reinforcement learning....
    Scott Proper, Prasad Tadepalli
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    ICMLA
    2009
    193views Machine Learning» more  ICMLA 2009»
    Feature Extraction and Classification of EEG Signals for Rapid P300 Mind Spelling
    13 years 2 months ago
    Feature Extraction and Classification of EEG Signals for Rapid P300 Mind Spelling
    Download  simone.neuro.kuleuven.ac.be
    The Mind Speller is a Brain-Computer Interface which enables subjects to spell text on a computer screen by detecting P300 Event-Related Potentials in their electroencephalograms....
    Adrien Combaz, Nikolay V. Manyakov, Nikolay Chumer...
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    ICMLA
    2009
    228views Machine Learning» more  ICMLA 2009»
    The Neuro Slot Car Racer: Reinforcement Learning in a Real World Setting
    13 years 2 months ago
    The Neuro Slot Car Racer: Reinforcement Learning in a Real World Setting
    Download  www.timkietzmann.de
    This paper describes a novel real-world reinforcement learning application: The Neuro Slot Car Racer. In addition to presenting the system and first results based on Neural Fitted...
    Tim C. Kietzmann, Martin Riedmiller
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    ICMLA
    2009
    162views Machine Learning» more  ICMLA 2009»
    Transformation Learning Via Kernel Alignment
    13 years 2 months ago
    Transformation Learning Via Kernel Alignment
    Download  www.cs.columbia.edu
    This article proposes an algorithm to automatically learn useful transformations of data to improve accuracy in supervised classification tasks. These transformations take the for...
    Andrew Howard, Tony Jebara
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    ICMLA
    2009
    137views Machine Learning» more  ICMLA 2009»
    Conditional Prediction Intervals for Linear Regression
    13 years 2 months ago
    Conditional Prediction Intervals for Linear Regression
    Download  www.stat.uchicago.edu
    Peter McCullagh, Vladimir Vovk, Ilia Nouretdinov, ...
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    ICMLA
    2009
    167views Machine Learning» more  ICMLA 2009»
    Learning Parameters for Relational Probabilistic Models with Noisy-Or Combining Rule
    13 years 2 months ago
    Learning Parameters for Relational Probabilistic Models with Noisy-Or Combining Rule
    Download  ftp.cs.wisc.edu
    Languages that combine predicate logic with probabilities are needed to succinctly represent knowledge in many real-world domains. We consider a formalism based on universally qua...
    Sriraam Natarajan, Prasad Tadepalli, Gautam Kunapu...
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    ICMLA
    2009
    170views Machine Learning» more  ICMLA 2009»
    Regularizing the Local Similarity Discriminant Analysis Classifier
    13 years 2 months ago
    Regularizing the Local Similarity Discriminant Analysis Classifier
    Download  ee.washington.edu
    Abstract--We investigate parameter-based and distributionbased approaches to regularizing the generative, similarity-based classifier called local similarity discriminant analysis ...
    Luca Cazzanti, Maya R. Gupta
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    ICMLA
    2009
    121views Machine Learning» more  ICMLA 2009»
    A Syllable-Level Probabilistic Framework for Bird Species Identification
    13 years 2 months ago
    A Syllable-Level Probabilistic Framework for Bird Species Identification
    Download  eecs.oregonstate.edu
    In this paper, we present new probabilistic models for identifying bird species from audio recordings. We introduce the independent syllable model and consider two ways of aggregat...
    Balaji Lakshminarayanan, Raviv Raich, Xiaoli Fern
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