Statistical learning theory - PDFSEARCH.IO - Document Search Engine

Statistical learning theory
Results: 800

#	Item
151	JMLR: Workshop and Conference Proceedings vol–26 24th Annual Conference on Learning Theory Regret Bounds for the Adaptive Control of Linear Quadratic Systems Add to Reading List Source URL: webdocs.cs.ualberta.ca Language: English - Date: 2011-09-04 20:45:19 Statistical theory Statistics Estimation theory Econometrics Loss function Economic lot scheduling problem
152	Title Bayesian modeling using Stan Abstract The goal of this course is to assist researchers in learning to use Stan to perform Bayesian inference with applications to multilevel modeling and item response theory. The co Add to Reading List Source URL: www.psychometricsociety.org Language: English - Date: 2016-02-11 12:46:42 Statistics Statistical theory Monte Carlo software Computational statistics Statistical inference Bayesian statistics Bayesian network Stan Markov chain Monte Carlo WinBUGS Bayesian inference using Gibbs sampling Bayesian inference
153	ActiveClean: Interactive Data Cleaning While Learning Convex Loss Models Sanjay Krishnan, Jiannan Wang, Eugene Wu † , Michael J. Franklin, Ken Goldberg UC Berkeley, † Columbia University {sanjaykrishnan, jnwang, fran Add to Reading List Source URL: sampleclean.org Language: English - Date: 2016-01-15 13:57:46 Statistics Statistical theory Estimator Statistical inference M-estimators Convex optimization Stochastic gradient descent Bias of an estimator Loss function Data analysis Linear regression Generalised Hough transform
154	Introduction to Statistical Learning Theory Olivier Bousquet1 , St´ephane Boucheron2 , and G´abor Lugosi3 1 Max-Planck Institute for Biological Cybernetics Spemannstr. 38, DT¨ Add to Reading List Source URL: www.econ.upf.edu Language: English - Date: 2004-07-08 09:05:04 Machine learning Learning Artificial intelligence Supervised learning Statistical learning theory Empirical risk minimization Probability distribution Pattern recognition Generalization error Stability
155	Shift-Pessimistic Active Learning Using Robust Bias-aware Prediction Anqi Liu, Lev Reyzin and Brian D. Ziebart University of Illinois at Chicago , , Introduction •  Add to Reading List Source URL: www.levreyzin.com Language: English Statistics Knowledge Estimation theory Academia Statistical inference Machine learning Generalization error Confidence interval Regression analysis Kernel density estimation
156	Shift-Pessimistic Active Learning Using Robust Bias-Aware Prediction Anqi Liu Lev Reyzin Brian D. Ziebart Add to Reading List Source URL: www.levreyzin.com Language: English - Date: 2014-11-21 20:49:00 Machine learning Statistics Learning Estimation theory Statistical theory M-estimators Supervised learning Generalization error Cross entropy Maximum likelihood estimation Regression analysis Loss function
157	An Empirical Evaluation of Thompson Sampling Lihong Li Yahoo! Research Santa Clara, CA Add to Reading List Source URL: papers.nips.cc Language: English - Date: 2014-02-24 03:34:34 Statistics Probability distributions Statistical inference Estimation theory Machine learning Stochastic optimization Bayesian inference Sampling Normal distribution Beta distribution Multi-armed bandit Confidence interval
158	JMLR: Workshop and Conference Proceedings 1: 1-16 KDD Cup 2010 Feature Engineering and Classifier Ensemble for KDD Cup 2010 Add to Reading List Source URL: pslcdatashop.org Language: English - Date: 2012-10-29 14:34:19 Statistics Machine learning Artificial intelligence Statistical classification Ensemble learning Regression analysis Estimation theory Linear classifier Support vector machine AdaBoost Logistic regression Netflix Prize
159	Sparse Online Learning via Truncated Gradient: Appendix 1 Proof of Main Results In the setting of standard online learning, we are interested in sequential prediction problems where Add to Reading List Source URL: hunch.net Language: English - Date: 2009-01-11 09:13:57 Statistical theory Symbol Loss function
160	GeoDeepDive: Statistical Inference using Familiar ∗ Data-Processing Languages Ce Zhang Vidhya Govindaraju Add to Reading List Source URL: www.cs.stanford.edu Language: English - Date: 2013-07-22 00:25:35 Philosophy Logic Epistemology Database theory Database Inference Machine learning Causality Relational database Entityrelationship model

UPDATE