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Submodular set function
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141	Characterizing Problems for Realizing Policies in Self-Adaptive and Self-Managing Systems Add to Reading List Source URL: www.savinetwork.ca Language: English - Date: 2013-10-04 17:11:26 Applied mathematics Matroid theory Linear programming Submodular set function Convex optimization Greedy algorithm Combinatorial optimization Matroid Constraint Mathematics Mathematical optimization Operations research
142	Near-Optimal Sensor Placements in Gaussian Processes Carlos Guestrin Andreas Krause Ajit Paul Singh School of Computer Science, Carnegie Mellon University Add to Reading List Source URL: www.machinelearning.org Language: English - Date: 2008-12-01 11:16:00 Statistical theory Normal distribution Randomness Data analysis Gaussian function Submodular set function Multivariate normal distribution Mutual information Entropy Statistics Probability and statistics Information theory
143	Learning Submodular Functions⋆ Maria-Florina Balcan1 and Nicholas J. A. Harvey2 1 Georgia Institute of Technology, School of Computer Science. 2 Add to Reading List Source URL: www.cs.cmu.edu Language: English - Date: 2012-07-04 16:58:41 Submodular set function Operations research Machine learning Matroid Mathematical optimization Computational learning theory Algorithm Mathematics Theoretical computer science Applied mathematics
144	Fair and Balanced: Learning to Present News Stories Amr Ahmed∗1 , Choon Hui Teo∗1 , S.V. N. Vishwanathan2 , Alex Smola1 ∗ Co-first authors. Yahoo! Research, Santa Clara, CA 95053, USA 2 Add to Reading List Source URL: www.cs.cmu.edu Language: English - Date: 2011-12-12 03:46:41 Operations research Matroid Function Dynamic programming Mathematics Submodular set function Mathematical optimization
145	JMLR: Workshop and Conference Proceedings vol[removed]–24 Learning Valuation Functions Maria Florina Balcan NINAMF @ CC . GATECH . EDU Add to Reading List Source URL: www.cs.cmu.edu Language: English - Date: 2012-05-24 21:07:27 Computational complexity theory Analysis of algorithms Field theory Fourier analysis Submodular set function Subadditivity Valuation Approximation algorithm Big O notation Mathematics Theoretical computer science Mathematical analysis
146	Learning Submodular Functions Maria-Florina Balcan Nicholas J. A. Harvey Georgia Institute of Technology Add to Reading List Source URL: www.cs.cmu.edu Language: English - Date: 2012-03-20 11:31:10 Submodular set function Order theory Matroid FKG inequality Supermodular function Linear programming Oriented matroid Polymatroid Mathematics Mathematical optimization Matroid theory
147	Submodular Functions: Learnability, Structure, and Optimization∗ Maria-Florina Balcan† Nicholas J. A. Harvey‡ arXiv:1008.2159v3 [cs.DS] 22 Aug 2012 Add to Reading List Source URL: www.cs.cmu.edu Language: English - Date: 2012-08-23 13:02:17 Matroid theory Operations research Computational complexity theory Submodular set function Matroid Linear programming Combinatorial optimization Algorithm Approximation algorithm Mathematics Applied mathematics Theoretical computer science
148	Efficient Decomposed Learning for Structured Prediction Rajhans Samdani Dan Roth [removed] Add to Reading List Source URL: icml.cc Language: English - Date: 2012-06-07 13:19:52 Information theory Graphical models Applied mathematics Learning Statistical classification Conditional random field Mutual information Perceptron Submodular set function Machine learning Statistics Theoretical computer science
149	Optimization and Large Scale Learning Optimization lies at the heart of almost every machine learning algorithm. It is enjoying tremendous growth within our community, spurred largely by the specific needs of machine lea Add to Reading List Source URL: www.is.tuebingen.mpg.de Language: English - Date: 2012-12-21 09:36:22 Cybernetics Mathematical optimization Science Computational neuroscience Conference on Neural Information Processing Systems International Conference on Machine Learning Submodular set function Combinatorial optimization Convex optimization Machine learning Artificial intelligence Applied mathematics
150	MDS Statusworkshop 2013 The Methods for Discrete Structures anual statusworkshop will start on the afternoon of Thursday, January 24th, 2013 and it will end at noon of Saturday, January 26th, 2013. The seminar will take Add to Reading List Source URL: www3.math.tu-berlin.de Language: English Graph coloring Outerplanar graph Combinatorics Linear programming Line graph Tree decomposition Submodular set function Graph theory Graph operations Planar graphs

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