Learning theory

Results: 7211



#Item
131Physics / Theoretical physics / Mathematical physics / Quantum field theory / Renormalization group / Academia / Statistical mechanics / Protein structure / Renormalization / Deep learning / Protein folding / Energy landscape

We present new ideas which attempt to explain why Deep Learning works, taking lessons from Theoretical Chemistry, and integrating ideas from Protein Folding, Renormalization Group, and Quantum Chemistry. We address the i

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Source URL: mmds-data.org

Language: English - Date: 2016-06-23 15:50:48
132Graph theory / Information science / Knowledge representation / Open data / Graphical models / Information / Computational linguistics / Semantic Web / Belief propagation / WordNet / Taxonomy / Ontology

Structured Learning for Taxonomy Induction with Belief Propagation Mohit Bansal TTI Chicago David Burkett

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Source URL: ttic.uchicago.edu

Language: English - Date: 2014-06-20 22:50:38
133Statistics / Statistical models / Bayesian network / Latent variable / Variational Bayesian methods / Independent component analysis / Expectationmaximization algorithm / Generative model / Principal component analysis / Bayesian inference / Normal distribution / Mixture model

Variational Bayesian Learning of Cooperative Vector Quantizer Model - The Theory  

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Source URL: people.cs.pitt.edu

Language: English - Date: 2003-05-06 15:46:12
134Statistics / Meteorology / Statistical theory / Estimation theory / Regression analysis / Actuarial science / Statistical models / Machine learning / Tropical cyclone / Linear regression / Bayesian inference / Bayesian network

15 JUNEELSNER AND JAGGER 2935

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Source URL: myweb.fsu.edu

Language: English - Date: 2016-08-22 10:16:48
135Academia / Applied mathematics / Philosophy / Networks / Statistical models / Knowledge representation / Graph theory / Bayesian network / Causality / Artificial neural network / Motion planning / Graph rewriting

Robot Learning with a Spatial, Temporal, and Causal And-Or Graph Caiming Xiong∗ , Nishant Shukla∗ , Wenlong Xiong, and Song-Chun Zhu Abstract— We propose a stochastic graph-based framework for a robot to understand

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Source URL: shukla.io

Language: English - Date: 2016-02-23 23:39:56
136Ron Larson / Cengage Learning / Sociological theory / Academia / Economy of the United States

1 Morris College 2015 Fall Semester Book List COURSE BOOK TITLE

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Source URL: www.morris.edu

Language: English - Date: 2015-06-07 18:11:30
137Cognition / Academia / Knowledge / Learning theory / Learning / Semantics / Machine learning / Reasoning / Structure mapping engine / Analogy / Concept learning / Qualitative Reasoning Group

Combining progressive alignment and near-misses to learn concepts from sketches Matthew D. McLure () Scott E. Friedman () Kenneth D. Forbus () Qua

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Source URL: www.qrg.northwestern.edu

Language: English - Date: 2010-08-26 18:39:02
138Logic / Mathematical logic / Abstraction / Quantification / Predicate logic / Model theory / Semantics / Formal languages / Quantifier / First-order logic / Constructible universe / Universal quantification

Statistical Relational Learning with Soft Quantifiers Golnoosh Farnadi1,2 , Stephen H. Bach3 , Marjon Blondeel4 , Marie-Francine Moens2 , Lise Getoor5 , and Martine De Cock1,6 1 Dept. of Applied Mathematics, Computer Sc

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Source URL: stephenbach.net

Language: English - Date: 2015-09-22 18:21:56
139Education / Euthenics / Knowledge sharing / Educational psychology / Educational technology / Computer-supported collaborative learning / M-learning / Situated learning / Virtual learning environment / Collaborative learning / Learning theory / Learning environment

Microsoft Word - IJMLO80305_Ahmad & Pinkwart.doc

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Source URL: cses.informatik.hu-berlin.de

Language: English - Date: 2015-08-04 08:47:57
140Academia / Systems science / Membrane biology / Biology / Systems theory / Scientific modeling / Models of computation / Organelles / Cell membrane / Agent-based model / Biological membrane / Scientific modelling

! An Agent-Based Approach to Modeling Membrane Formation Bryan Head, Kai Orton, Uri Wilensky Center for Connected Learning and Computer-Based Modeling

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Source URL: ccl.northwestern.edu

Language: English - Date: 2016-05-03 12:24:06
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