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Submodular set function
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101	Optimal Budget Allocation: Theoretical Guarantee and Efficient Algorithm Tasuku Soma TASUKU SOMA @ MIST. I . U - TOKYO . AC . JP Graduate School of Information Science and Technology, The University of Tokyo, Tokyo, 113- Add to Reading List Source URL: www.kmonos.net Language: English - Date: 2014-01-15 08:56:42 Order theory Submodular set function NP-complete problems Matroid theory Supermodular function Greedy algorithm Maximum coverage problem Approximation algorithm Static single assignment form Mathematics Mathematical analysis Mathematical optimization
102	Linear Submodular Bandits and their Application to Diversified Retrieval Carlos Guestrin Machine Learning Department Carnegie Mellon University Add to Reading List Source URL: www.select.cs.cmu.edu Language: English - Date: 2011-10-28 13:54:18 Submodular set function Machine learning Natural language processing Operations research Mathematical optimization Algorithm Linear programming Recommender system Information retrieval Statistics Applied mathematics Mathematics
103	Trains of Thought: Generating Information Maps Dafna Shahaf Carlos Guestrin Eric Horvitz Add to Reading List Source URL: www.select.cs.cmu.edu Language: English - Date: 2012-04-08 19:29:27 Coherence Map Static single assignment form Science Physics Submodular set function Cartography
104	Near-Optimal MAP Inference for Determinantal Point Processes Jennifer Gillenwater Alex Kulesza Ben Taskar Computer and Information Science University of Pennsylvania {jengi,kulesza,taskar}@cis.upenn.edu Add to Reading List Source URL: homes.cs.washington.edu Language: English - Date: 2013-04-28 17:52:02 Submodular set function Combinatorial optimization Linear programming Mathematical optimization Optimization problem Vector space A* search algorithm Limited-memory BFGS Greedy algorithm Mathematics Algebra Operations research
105	Learning Policies for Contextual Submodular Prediction Stephane Ross Jiaji Zhou Yisong Yue Debadeepta Dey Add to Reading List Source URL: www.select.cs.cmu.edu Language: English - Date: 2013-05-08 21:16:59 Science Reinforcement learning Automatic summarization Machine learning Pi Mathematics Submodular set function Artificial intelligence Markov models
106	2390 IEEE TRANSACTIONS ON AUTOMATIC CONTROL, VOL. 56, NO. 10, OCTOBER 2011 Simultaneous Optimization of Sensor Placements and Balanced Schedules Add to Reading List Source URL: www.select.cs.cmu.edu Language: English - Date: 2011-10-19 15:58:28 Applied mathematics Linear programming Submodular set function Greedy algorithm Algorithm Program optimization Genetic algorithm scheduling Genetic algorithm Operations research Mathematics Mathematical optimization
107	Submodular Function Maximization Andreas Krause (ETH Zurich) Daniel Golovin (Google) Submodularity1 is a property of set functions with deep theoretical consequences and far– reaching applications. At first glance it a Add to Reading List Source URL: las.ethz.ch Language: English - Date: 2012-08-03 11:50:04 Submodular set function Order theory Matroid theory Supermodular function Pseudo-Boolean function Mathematical analysis Mathematics Mathematical optimization
108	Turning Down the Noise in the Blogosphere Khalid El-Arini∗ Gaurav Veda∗ Carlos Guestrin∗ Add to Reading List Source URL: www.select.cs.cmu.edu Language: English - Date: 2009-08-13 03:47:05 Personalization Algorithm Function Mathematics Information science Submodular set function
109	Turning Down the Noise in the Blogosphere Khalid El-Arini Gaurav Veda Dafna Shahaf Add to Reading List Source URL: www.select.cs.cmu.edu Language: English - Date: 2009-08-13 03:47:05 Technology Submodular set function Personalization Blog Recommender system Information science Social information processing Marketing
110	Journal of Machine Learning Research[removed]2801 Submitted 1/08; Revised 9/08; Published[removed]Robust Submodular Observation Selection Andreas Krause Add to Reading List Source URL: www.select.cs.cmu.edu Language: English - Date: 2009-08-13 03:47:05 Computational complexity theory Submodular set function Matroid theory Greedy algorithm Algorithm Optimization problem Selection algorithm Time complexity Reduction Theoretical computer science Mathematics Applied mathematics

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