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    ALMOB
    2008
    160views more  ALMOB 2008»
    Syntenator: Multiple gene order alignments with a gene-specific scoring function
    13 years 8 months ago
    Syntenator: Multiple gene order alignments with a gene-specific scoring function
    Download  www.almob.org
    Background: Identification of homologous regions or conserved syntenies across genomes is one crucial step in comparative genomics. This task is usually performed by genome alignm...
    Christian Rödelsperger, Christoph Dieterich
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    KDD
    2012
    ACM
    207views Data Mining» more  KDD 2012»
    Robust multi-task feature learning
    11 years 10 months ago
    Robust multi-task feature learning
    Download  www.public.asu.edu
    Multi-task learning (MTL) aims to improve the performance of multiple related tasks by exploiting the intrinsic relationships among them. Recently, multi-task feature learning alg...
    Pinghua Gong, Jieping Ye, Changshui Zhang
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    ICML
    2005
    IEEE
    127views Machine Learning» more  ICML 2005»
    Exploration and apprenticeship learning in reinforcement learning
    14 years 8 months ago
    Exploration and apprenticeship learning in reinforcement learning
    Download  ai.stanford.edu
    We consider reinforcement learning in systems with unknown dynamics. Algorithms such as E3 (Kearns and Singh, 2002) learn near-optimal policies by using "exploration policies...
    Pieter Abbeel, Andrew Y. Ng
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    EELC
    2006
    121views Languages» more  EELC 2006»
    Symbol Grounding Through Cumulative Learning
    13 years 11 months ago
    Symbol Grounding Through Cumulative Learning
    Download  www3.isrl.illinois.edu
    Abstract. We suggest that the primary motivation for an agent to construct a symbol-meaning mapping is to solve a task. The meaning space of an agent should be derived from the tas...
    Samarth Swarup, Kiran Lakkaraju, Sylvian R. Ray, L...
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    CPHYSICS
    2006
    95views more  CPHYSICS 2006»
    Efficient data processing and quantum phenomena: Single-particle systems
    13 years 7 months ago
    Efficient data processing and quantum phenomena: Single-particle systems
    Download  www.rug.nl
    We study the relation between the acquisition and analysis of data and quantum theory using a probabilistic and deterministic model for photon polarizers. We introduce criteria fo...
    H. De Raedt, Koen De Raedt, K. Michielsen, S. Miya...
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