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Submodular set function
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51	Learning Submodular Losses with the Lov´ asz Hinge Jiaqian Yu, Matthew Blaschko To cite this version: Jiaqian Yu, Matthew Blaschko. Learning Submodular Losses with the Lov´asz Hinge. International Conference on Machine Add to Reading List Source URL: hal.inria.fr Language: English Machine learning Submodular set function Order theory Convex analysis Supermodular function Hinge loss Empirical risk minimization Linear programming Vector space Mathematics Mathematical optimization Algebra
52	Near-optimal Sensor Placements: Maximizing Information while Minimizing Communication Cost Andreas Krause Carlos Guestrin Add to Reading List Source URL: select.cs.cmu.edu Language: English - Date: 2009-08-13 03:47:05 Operations research Spanning tree Network flow Minimum spanning tree Submodular set function Flow network Wireless sensor network Shortest path problem Graph theory Mathematics Theoretical computer science
53	Submodular Surrogates for Value of Information Yuxin Chen Shervin Javdani Amin Karbasi Add to Reading List Source URL: www.ri.cmu.edu Language: English - Date: 2015-01-12 10:51:27 Design of experiments Mathematical optimization Systems engineering Submodular set function Statistical hypothesis testing Optimal decision Markov decision process Optimal design Optimal control Statistics Operations research Decision theory
54	1370 IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, VOL. 36, Add to Reading List Source URL: cvgl.stanford.edu Language: English - Date: 2014-10-15 19:57:00 Machine learning Theoretical computer science That Thorn Object recognition Submodular set function Segmentation Variable Function Mathematics Elementary mathematics Conditional random field
55	Efficient Touch Based Localization through Submodularity Shervin Javdani, Matthew Klingensmith, J. Andrew Bagnell, Nancy S. Pollard, Siddhartha S. Srinivasa The Robotics Institute, Carnegie Mellon University {sjavdani, m Add to Reading List Source URL: www.ri.cmu.edu Language: English - Date: 2013-04-23 14:31:00 Golden ratio Partially observable Markov decision process Static single assignment form Mathematical analysis Limit Function Golden ratio base Mathematics Statistics Submodular set function
56	Near-optimal Adaptive Pool-based Active Learning with General Loss Nguyen Viet Cuong Department of Computer Science National University of Singapore Add to Reading List Source URL: www.comp.nus.edu.sg Language: English - Date: 2014-07-04 08:21:02 Statistical theory Entropy Pointwise Integral Matroid Mathematics Submodular set function Information theory
57	informs MATHEMATICS OF OPERATIONS RESEARCH Vol. 00, No. 0, Xxxxxx 20xx, pp. xxx–xxx ISSN 0364-765X \| EISSN \|xx\|0000\|0xxx Add to Reading List Source URL: www.cs.technion.ac.il Language: English - Date: 2012-09-10 09:13:15 Operations research Submodular set function Computational complexity theory Linear programming Randomized rounding Continuous function Optimization problem Mathematical optimization Time complexity Theoretical computer science Mathematics Applied mathematics
58	Fair and Balanced: Learning to Present News Stories Amr Ahmed∗1 , Choon Hui Teo∗1 , S.V. N. Vishwanathan2 , Alex Smola1 2 1 Yahoo! Research, Santa Clara, CA 95053, USA Add to Reading List Source URL: www.stat.purdue.edu Language: English - Date: 2012-02-26 10:11:37 Mathematical optimization Abstract algebra Operations research Entailment Matroid Dynamic programming Logic Mathematics Submodular set function
59	Journal of Artificial Intelligence Research755 Submitted 08/08; publishedEfficient Informative Sensing using Multiple Robots Amarjeet Singh Add to Reading List Source URL: jair.org Language: English - Date: 2009-04-27 17:50:45 Combinatorics Routing algorithms Combinatorial optimization Search algorithms Submodular set function Algorithm Greedy algorithm Motion planning A* search algorithm Mathematics Applied mathematics Theoretical computer science
60	Near-optimal Adaptive Pool-based Active Learning with General Loss Nguyen Viet Cuong Department of Computer Science National University of Singapore Add to Reading List Source URL: www.comp.nus.edu.sg Language: English - Date: 2014-08-21 11:01:30 Statistical theory Entropy Pointwise Integral Matroid Mathematics Submodular set function Information theory

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