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Computational learning theory
Results: 425

#	Item
251	Review of Le ture 6 • The VC Inequality • mH(N ) is polynomial Add to Reading List Source URL: work.caltech.edu Language: English - Date: 2014-12-17 00:07:29 VC dimension Computational learning theory Dimension Statistical classification
252	Cross-lingual Projected Expectation Regularization for Weakly Supervised Learning Mengqiu Wang and Christopher D. Manning Computer Science Department Stanford University Stanford, CA[removed]USA Add to Reading List Source URL: nlp.stanford.edu Language: English - Date: 2014-07-16 02:05:44 Computational linguistics Econometrics Bitext word alignment Machine translation Estimation theory Conditional random field Semi-supervised learning Named-entity recognition Expectation–maximization algorithm Statistics Machine learning Science
253	Weakly Supervised Learning of Semantic Parsers for Mapping Instructions to Actions Yoav Artzi and Luke Zettlemoyer Computer Science & Engineering University of Washington Seattle, WA 98195 Add to Reading List Source URL: homes.cs.washington.edu Language: English - Date: 2013-04-09 19:51:28 Semantics Predicate logic Formal languages Model theory Computational linguistics First-order logic Parsing Combinatory categorial grammar Combinatory logic Logic Mathematics Mathematical logic
254	Computational Learning Theory and Language Acquisition Alexander Clark1 and Shalom Lappin2 1 2 Add to Reading List Source URL: www.cs.rhul.ac.uk Language: English - Date: 2010-08-27 06:57:58 Applied mathematics Mathematics Formal languages Psycholinguistics Poverty of the stimulus Computational learning theory Machine learning Language Universal grammar Linguistics Theoretical computer science Language acquisition
255	Simultaneous unsupervised and supervised learning of cognitive functions in biologically plausible spiking neural networks Trevor Bekolay ([removed]) Carter Kolbeck ([removed]) Chris Eliasmith (ce Add to Reading List Source URL: mindmodeling.org Language: English - Date: 2013-07-15 14:53:02 Machine learning Science Computational statistics Neuroscience Artificial neural network Spike-timing-dependent plasticity Spiking neural network Hebbian theory Unsupervised learning Neural networks Computational neuroscience Cybernetics
256	Coupled dynamical system based arm-hand grasping model for learning fast adaptation strategies Ashwini Shukla∗, Aude Billard∗ Learning Algorithms and Systems Laboratory (LASA), Ecole Polytechnique Federale de Lausann Add to Reading List Source URL: first-mm.informatik.uni-freiburg.de Language: English - Date: 2012-07-18 12:07:22 Asymptotic analysis Computational chemistry Functional analysis Perturbation theory Stability theory Degrees of freedom Robotics Dynamics Perturbation Mathematical analysis Physics Mathematical physics
257	State Estimation for Walking Humanoids on Unknown Terrain Nicholas Rotella, Michael Bloesch, Ludovic Righetti and Stefan Schaal* * Computational Learning and Motor Control Lab, University of Southern California, Add to Reading List Source URL: www-clmc.usc.edu Language: English - Date: 2014-08-01 16:47:03 Electronic engineering Humanoid robot Kalman filter Robotics Robot Mobile robot Pose Robot control Control theory Cybernetics
258	Coupled dynamical system based arm-hand grasping model for learning fast adaptation strategies Ashwini Shukla∗, Aude Billard∗ Learning Algorithms and Systems Laboratory (LASA), Ecole Polytechnique Federale de Lausann Add to Reading List Source URL: www.first-mm.eu Language: English - Date: 2012-07-18 12:07:22 Asymptotic analysis Computational chemistry Functional analysis Perturbation theory Stability theory Degrees of freedom Robotics Dynamics Perturbation Mathematical analysis Physics Mathematical physics
259	Data Complexity in Machine Learning Ling Li and Yaser S. Abu-Mostafa Learning Systems Group, California Institute of Technology Abstract. We investigate the role of data complexity in the context of binary classification Add to Reading List Source URL: authors.library.caltech.edu Language: English - Date: 2012-12-26 09:14:21 Complexity classes Computability theory Algorithmic information theory Descriptive complexity Kolmogorov complexity Analysis of algorithms Complexity Minimum description length Universal Turing machine Theoretical computer science Computational complexity theory Applied mathematics
260	READINGS IN DEEP LEARNING 8 Sep 2014 ADMINSTRIVIA • Will start a mailing list today – You will get a notice Add to Reading List Source URL: deeplearning.cs.cmu.edu Language: English - Date: 2014-09-08 12:59:33 Neuroscience Science Perceptron ADALINE Hebbian theory Connectionism Statistical classification Artificial neuron Feedforward neural network Neural networks Computational neuroscience Cybernetics

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