Regularization

Results: 577



#Item
381Machine learning / Actuarial science / Statistical models / Linear regression / Logistic regression / Cross-validation / Regularization / Forecasting / Least squares / Statistics / Regression analysis / Econometrics

Predicting a Scientific Community’s Response to an Article Dani Yogatama Michael Heilman Brendan O’Connor Chris Dyer School of Computer Science Carnegie Mellon University

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Source URL: www.iarpa.gov

Language: English - Date: 2014-04-03 14:20:26
382Linear algebra / Matrices / Data analysis / Covariance and correlation / Probability theory / Covariance / Multivariate normal distribution / Matrix / Symmetry / Algebra / Statistics / Mathematics

Group symmetry and covariance regularization

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Source URL: users.cms.caltech.edu

Language: English - Date: 2012-11-05 20:49:38
383International law / Punishments / International relations / Human migration / Demography / Refugee / Immigration detention / Regularization / Deportation / Forced migration / Right of asylum / Law

UNDERSERVED COMMUNITIES RESEARCH NON-STATUS POPULATIONS (INCLUDING EMERGING GRADATIONS) This tool-kit was made possible by the generosity of

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Source URL: www.fcjrefugeecentre.org

Language: English - Date: 2014-02-05 17:43:07
384Computational 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

Cross-lingual Projected Expectation Regularization for Weakly Supervised Learning Mengqiu Wang and Christopher D. Manning Computer Science Department Stanford University Stanford, CA[removed]USA

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Source URL: nlp.stanford.edu

Language: English - Date: 2014-07-16 02:05:44
385Estimation theory / Econometrics / Actuarial science / Supervised learning / Regularization / Linear regression / Pattern recognition / Logistic regression / Tikhonov regularization / Statistics / Regression analysis / Machine learning

arXiv:1307.1493v2 [stat.ML] 1 Nov[removed]Dropout Training as Adaptive Regularization Stefan Wager∗ , Sida Wang† , and Percy Liang† Departments of Statistics∗ and Computer Science†

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Source URL: www.stat.cmu.edu

Language: English - Date: 2014-08-27 17:53:42
386Neural networks / Learning / Computational neuroscience / Computational linguistics / Unsupervised learning / Semi-supervised learning / Supervised learning / Linear classifier / Regularization / Machine learning / Statistics / Artificial intelligence

Journal of Machine Learning Research[removed]660 Submitted 8/09; Published 2/10 Why Does Unsupervised Pre-training Help Deep Learning? Dumitru Erhan∗

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Source URL: www.stat.cmu.edu

Language: English - Date: 2014-11-04 11:03:28
387Econometrics / Data analysis / Robust statistics / Linear regression / Logistic regression / Regularization / Supervised learning / Cross-validation / Regression / Statistics / Machine learning / Regression analysis

Robust Logistic Regression using Shift Parameters Julie Tibshirani and Christopher D. Manning Stanford University Stanford, CA 94305, USA {jtibs, manning}@cs.stanford.edu

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Source URL: nlp.stanford.edu

Language: English - Date: 2014-07-05 20:23:13
388Science / Computational linguistics / Artificial intelligence / Sentiment analysis / Interpretation / Information extraction / Word-sense disambiguation / Coreference / Focus / Linguistics / Natural language processing / Semantics

Context-aware Learning for Sentence-level Sentiment Analysis with Posterior Regularization Bishan Yang Department of Computer Science Cornell University [removed]

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Source URL: www.cs.cornell.edu

Language: English - Date: 2014-12-10 02:12:42
389Least squares / Errors-in-variables models / Nonlinear regression / Bayesian linear regression / Expectation–maximization algorithm / Tikhonov regularization / Ordinary least squares / Total least squares / Regularization / Statistics / Regression analysis / Linear regression

Bayesian robot system identification with input and output noise

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Source URL: www-clmc.usc.edu

Language: English - Date: 2010-09-26 14:10:24
390Econometrics / Time series analysis / Elastic net regularization / Statistical theory / Least squares / Lasso / Bayesian VAR / Bayesian inference / Bayesian probability / Statistics / Regression analysis / Bayesian statistics

Bayesian Doubly Adaptive Elastic-Net Lasso For VAR Shrinkage Deborah Gefang∗ Department of Economics University of Lancaster email: [removed]

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Source URL: www.eabcn.org

Language: English - Date: 2014-07-17 06:45:28
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