Bayesian optimization - PDFSEARCH.IO - Document Search Engine

Bayesian optimization
Results: 127

#	Item
21	Towards a Robust Top-Down Model for Valuation of Mining Assets Blanchet, J., Dolan, C., Iyengar, G., and Lall, U. Abstract Our goal is to create a simple, yet robust, statistical model which can be used to Add to Reading List Source URL: water.columbia.edu Language: English - Date: 2015-11-04 11:08:53 Statistics Estimation theory Operations research Applied mathematics Regression analysis Knowledge representation Mathematical model Linear regression Economic model Bayesian network Mathematical optimization Normal distribution
22	A Variational Analysis of Stochastic Gradient Algorithms Stephan Mandt Columbia University, Data Science Institute, New York, USA SM 3976@ COLUMBIA . EDU Add to Reading List Source URL: jmlr.org Language: English - Date: 2016-07-20 01:41:10 Statistics Mathematical analysis Statistical theory Estimation theory Bayesian statistics Stochastic optimization Probability theory Computational statistics Expectationmaximization algorithm Stochastic gradient descent OrnsteinUhlenbeck process Variational Bayesian methods
23	Evaluating TOP-K Queries Over Business Processes Daniel Deutch, Tova Milo Tel Aviv University {danielde,milo}@post.tau.ac.il Abstract— A Business Process (BP) consists of some business Add to Reading List Source URL: www.cs.tau.ac.il Language: English - Date: 2009-06-11 05:20:56 Operations research Statistics Mathematics Statistical theory Estimation theory Bayesian statistics Bayesian network Query optimization Likelihood function Flow network Dynamic programming Directed acyclic graph
24	Tractable Bayesian Optimal Policy in the Presence of Regime Change and Local Parameter Uncertainty Eric T. Swanson Federal Reserve Bank of San Francisco http://www.ericswanson.pro Add to Reading List Source URL: www.ericswanson.us Language: English - Date: 2012-07-30 14:56:23 Statistics Mathematical analysis Probability Operations research Control theory Mathematical optimization Regression analysis Cybernetics Optimal control Parameter Normal distribution Stochastic control
25	Marginals-to-Models Reducibility Michael Kearns University of Pennsylvania Add to Reading List Source URL: theory.stanford.edu Language: English - Date: 2013-11-08 17:46:03 Mathematics Computational complexity theory Graph theory Graphical models Combinatorial optimization Convex optimization Operations research Probability theory Polynomial Ellipsoid method Markov random field Bayesian network
26	Learning Bayesian Networks with Thousands of Variables Mauro Scanagatta IDSIA∗ , SUPSI† , USI‡ Lugano, Switzerland Add to Reading List Source URL: ipg.idsia.ch Language: English - Date: 2016-03-17 09:50:41 Model selection Bayesian network Bayesian information criterion Akaike information criterion Machine learning Mutual information Mathematical optimization
27	Learning the Curriculum with Bayesian Optimization for Task-Specific Word Representation Learning Yulia Tsvetkov♠ Manaal Faruqui♠ Wang Ling♣ Brian MacWhinney♠ Chris Dyer♣♠ ♠ Carnegie Mellon University ♣ G Add to Reading List Source URL: www.aclweb.org Language: English - Date: 2016-08-01 10:37:36 Machine learning Computational linguistics Artificial neural networks Natural language processing Graphical models Word embedding Word-sense disambiguation Word2vec Conditional random field Named-entity recognition Curriculum Support vector machine
28	Using Probabilistic Models for Data Management in Acquisitional Environments Amol Deshpande∗ University of Maryland Add to Reading List Source URL: www-db.cs.wisc.edu Language: English - Date: 2011-09-16 15:44:48 Data management Wireless sensor network Query optimization SQL Data stream management system Database Relational model Sensor node Bayesian network Uncertain data
29	1 Tractable Fully Bayesian Inference via Convex Optimization and Optimal Transport Theory Sanggyun Kim, Diego Mesa, Rui Ma, and Todd P. Coleman Add to Reading List Source URL: arxiv.org Language: English - Date: 2015-09-29 20:20:39 Convex analysis Bayesian statistics Statistical theory Mathematical economics Estimation theory KullbackLeibler divergence Transportation theory Normal distribution Expected value Conjugate prior Mutual information Convex function
30	Batch Bayesian Optimization via Local Penalization Zhenwen Dai Department of Computer Science University of Sheffield Add to Reading List Source URL: bayesopt.github.io Language: English - Date: 2016-04-20 12:58:34

UPDATE