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Computational learning theory
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31	RTD – SAS Executive Summary Reporting Period: – Achievements The Research Theory and Development – Smart Adaptive Systems Committee has been a highly active committee within EUNITE, contrib Add to Reading List Source URL: www.eunite.org Language: English - Date: 2014-12-06 14:07:29 Cybernetics Adaptive system Artificial neural network Machine learning Computational intelligence Genetic algorithm Artificial immune system Artificial intelligence Adaptive control Cellular neural network
32	Learning Parameter Sets for Alignment Advising Dan DeBlasio John Kececioglu Department of Computer Science University of Arizona Add to Reading List Source URL: www.cs.arizona.edu Language: English - Date: 2015-03-06 18:58:58 Estimation theory Computational phylogenetics Bioinformatics Statistical theory Statistical inference Estimator Sequence alignment Multiple sequence alignment Parameter
33	Learning stable, regularised latent models of neural population dynamics Lars Buesing, Jakob H. Macke and Maneesh Sahani Gatsby Computational Neuroscience Unit University College London, UK 17 Queen Square, London, WC1N Add to Reading List Source URL: www.mackelab.org Language: English - Date: 2016-08-04 15:02:44 Estimation theory Regression analysis Statistical models Bayesian statistics Econometrics Maximum likelihood estimation Expectationmaximization algorithm Variational Bayesian methods Linear regression Autoregressive model Variance function Mixture model
34	Reproducibility is imperative for any scientific discovery. More often than not, modern scientific findings rely on statistical analysis of high-dimensional data. At a minimum, reproducibility manifests itself in stabili Add to Reading List Source URL: mmds-data.org Language: English - Date: 2016-06-23 15:50:48 Machine learning Computational statistics Statistical models Statistical theory Statistical inference Bootstrapping Cross-validation Statistics Stability
35	Mathematical Modelling of Generalization Martin Anthony Department of Mathematics, London School of Economics Houghton Street, London WC2A 2AE, UK www.maths.lse.ac.uk/Personal/martin Add to Reading List Source URL: www.maths.lse.ac.uk Language: English - Date: 2002-09-24 16:32:03 Machine learning Statistical classification Computational learning theory Decision theory Rademacher complexity Stability VC dimension Support vector machine Sample complexity Generalization error VapnikChervonenkis theory
36	Structural-RNN: Deep Learning on Spatio-Temporal Graphs Ashesh Jain1,2 , Amir R. Zamir2 , Silvio Savarese2 , and Ashutosh Saxena3 Deep Recurrent Neural Network architectures, though remarkably capable at modeling sequenc Add to Reading List Source URL: cvgl.stanford.edu Language: English - Date: 2016-04-30 18:59:32 Artificial neural networks Graph theory Artificial intelligence Recurrent neural network Computational neuroscience Computational statistics Deep learning Long short-term memory Connectivity Graphical model Graph Directed graph
37	IEEE/ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS 1 Learning Parameter-Advising Sets for Multiple Sequence Alignment Add to Reading List Source URL: www.cs.arizona.edu Language: English - Date: 2015-03-16 19:59:49 Estimation theory Estimator M-estimator Sequence alignment L-estimator
38	Project number ISTCGL Computational Geometric Learning Random Pursuit in Hilbert Space Add to Reading List Source URL: cgl.uni-jena.de Language: English - Date: 2013-11-21 09:39:43 Stochastic processes Stochastic optimization Mathematical optimization Operations research Random walk CMA-ES Probability theory
39	JMLR: Workshop and Conference Proceedings vol 40:1–19, 2015 A PTAS for Agnostically Learning Halfspaces Amit Daniely AMIT. DANIELY @ MAIL . HUJI . AC . IL Add to Reading List Source URL: jmlr.org Language: English - Date: 2015-07-20 20:08:35 Computational complexity theory Approximation algorithm
40	Online Algorithms Susanne Albers Stefano Leonardiy Over the past twelve years, online algorithms have received considerable research interest. Online Add to Reading List Source URL: www14.in.tum.de Language: English - Date: 2013-11-25 11:05:41 Online algorithms Analysis of algorithms Theoretical computer science Metrical task system K-server problem Adversary model Algorithm Competitive analysis Randomized algorithm Approximation algorithm Computational learning theory