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Structured prediction
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91	Collective Stability in Structured Prediction: Generalization from One Example Ben London∗ Bert Huang∗ Ben Taskar† Add to Reading List Source URL: homes.cs.washington.edu Language: English - Date: 2013-05-09 01:22:06 Model theory Mathematical logic Convex function Function Stable theory Stability Mathematics Mathematical analysis Convex analysis
92	A Reduction of Imitation Learning and Structured Prediction to No-Regret Online Learning Stéphane Ross Robotics Institute Carnegie Mellon University Add to Reading List Source URL: www.cs.cmu.edu Language: English - Date: 2011-05-10 14:30:33 Pi Reinforcement learning Markov models Mathematical analysis Markov chain
93	doi:[removed][removed]Predicting Structured Objects with Support Vector Machines By Thorsten Joachims, Thomas Hofmann, Yisong Yue, and Chun-Nam Yu Add to Reading List Source URL: www.yisongyue.com Language: English - Date: 2009-10-23 13:22:17 Support vector machines Protein methods Statistical classification Bioinformatics Learning Perceptron Protein structure prediction Structured SVM Dynamic programming Machine learning Statistics Mathematics
94	Discriminative Machine Learning with Structure by Simon Lacoste-Julien B.Sc.H. (McGill University[removed]A dissertation submitted in partial satisfaction of the requirements for the degree of Add to Reading List Source URL: www.di.ens.fr Language: English - Date: 2011-12-02 09:14:29 Learning Machine learning Algorithm Michael I. Jordan Applied mathematics Structured prediction Mathematics Artificial intelligence Theoretical computer science Cybernetics
95	Journal of Machine Learning Research[removed]–1653 Submitted 10/05; Published 7/06 Structured Prediction, Dual Extragradient and Bregman Projections Ben Taskar Add to Reading List Source URL: www.jmlr.org Language: English - Date: 2006-07-07 16:03:04 Linear programming Dynamic programming Mathematical optimization Function Combinatory logic Markov random field Mathematics Operations research Applied mathematics
96	Structured Prediction via the Extragradient Method Ben Taskar Computer Science UC Berkeley, Berkeley, CA[removed]removed] Add to Reading List Source URL: www.seas.upenn.edu Language: English - Date: 2008-08-04 13:55:50 Neural networks Statistics Perceptron Statistical classification Dynamic programming Support vector machine Function Linear programming Mathematics Operations research Applied mathematics
97	LNCS[removed]Active Learning with Support Vector Machines for Tornado Prediction Add to Reading List Source URL: www.dddas.org Language: English - Date: 2007-04-28 02:00:00 Artificial intelligence Support vector machine Active learning Margin classifier Binary classification Computational learning theory Document classification Structured SVM Statistics Machine learning Statistical classification
98	Table of Contents 1. Archipelago: Nonparametric Bayesian Semi-Supervised Learning ........................................................ 1 Ryan Adams and Zoubin Ghahramani 2. Tractable Nonparametric Bayesian Inference Add to Reading List Source URL: www.machinelearning.org Language: English - Date: 2009-06-20 15:37:14 Networks Bayesian statistics Probability theory Supervised learning Bayesian network Structured prediction Regularization Linear classifier Unsupervised learning Statistics Machine learning Graphical models
99	Learning as Search Optimization: Approximate Large Margin Methods for Structured Prediction Hal Daum´ e III Daniel Marcu Add to Reading List Source URL: www.machinelearning.org Language: English - Date: 2008-12-01 11:15:45 Search algorithms Applied mathematics Machine learning Operations research Perceptron Routing algorithms Supervised learning A* search algorithm Support vector machine Neural networks Mathematics Artificial intelligence
100	Output Space Search for Structured Prediction Janardhan Rao Doppa DOPPA @ EECS . OREGONSTATE . EDU Alan Fern AFERN @ EECS . OREGONSTATE . EDU Add to Reading List Source URL: icml.cc Language: English - Date: 2012-06-07 13:20:14 Statistical classification Neural networks Support vector machine Perceptron Linear classifier Function A* search algorithm Algorithm Statistics Mathematics Machine learning

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