Search Results - "constant-time approximation algorithms"
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Improved Constant-Time Approximation Algorithms for Maximum Matchings and Other Optimization Problems
ISSN: 0097-5397, 1095-7111Published: Philadelphia Society for Industrial and Applied Mathematics 01.01.2012Published in SIAM journal on computing (01.01.2012)“…We study constant-time approximation algorithms for bounded-degree graphs, which run in time independent of the number of vertices $n…”
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A framework for statistical clustering with constant time approximation algorithms for K-median and K-means clustering
ISSN: 0885-6125, 1573-0565Published: Dordrecht Springer Nature B.V 01.03.2007Published in Machine learning (01.03.2007)“…Issue Title: Special Issue on Learning Theory We consider a framework of sample-based clustering. In this setting, the input to a clustering algorithm is a…”
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Constant-Time Approximation Algorithms via Local Improvements
ISBN: 0769534368, 9780769534367ISSN: 0272-5428Published: IEEE 01.10.2008Published in 2008 49th Annual IEEE Symposium on Foundations of Computer Science (01.10.2008)“…We present a technique for transforming classical approximation algorithms into constant-time algorithms that approximate the size of the optimal solution. Our…”
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Conference Proceeding -
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A framework for statistical clustering with constant time approximation algorithms for K-median and K -means clustering : Learning theory
ISSN: 0885-6125Published: Dordrecht Springer 2007Published in Machine learning (2007)Get full text
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Constant-Time Approximation Algorithms for the Optimum Branching Problem on Sparse Graphs
ISBN: 1467346241, 9781467346245Published: IEEE 01.12.2012Published in 2012 Third International Conference on Networking and Computing (01.12.2012)“…We propose constant-time algorithms for approximating the weight of the maximum weight branching in the general graph model. A directed graph is called a…”
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Conference Proceeding -
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Optimal Constant-Time Approximation Algorithms and (Unconditional) Inapproximability Results for Every Bounded-Degree CSP
ISSN: 2331-8422Published: Ithaca Cornell University Library, arXiv.org 29.10.2010Published in arXiv.org (29.10.2010)“… for it. In this paper, we show that similar results hold for constant-time approximation algorithms in the bounded-degree model…”
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Local Graph Partitions for Approximation and Testing
ISBN: 1424451167, 9781424451166ISSN: 0272-5428Published: IEEE 01.10.2009Published in 2009 50th Annual IEEE Symposium on Foundations of Computer Science (01.10.2009)“…We introduce a new tool for approximation and testing algorithms called partitioning oracles. We develop methods for constructing them for any class of…”
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Conference Proceeding -
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Estimating Graph Parameters from Random Order Streams
ISSN: 2331-8422Published: Ithaca Cornell University Library, arXiv.org 13.11.2017Published in arXiv.org (13.11.2017)“…We develop a new algorithmic technique that allows to transfer some constant time approximation algorithms for general graphs into random order streaming algorithms…”
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Testable Bounded Degree Graph Properties Are Random Order Streamable
ISSN: 2331-8422Published: Ithaca Cornell University Library, arXiv.org 23.07.2017Published in arXiv.org (23.07.2017)“… We then show that our approach can also be applied to constant time approximation algorithms for bounded degree graphs in the adjacency list model…”
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Click efficiency: a unified optimal ranking for online Ads and documents
ISSN: 0925-9902, 1573-7675Published: New York Springer US 01.06.2016Published in Journal of intelligent information systems (01.06.2016)“…Ranking of search results and ads has traditionally been studied separately. The probability ranking principle is commonly used to rank the search results…”
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Profile-based optimal stable matchings in the Roommates problem
ISSN: 2331-8422Published: Ithaca Cornell University Library, arXiv.org 06.10.2021Published in arXiv.org (06.10.2021)“…The stable roommates problem can admit multiple different stable matchings. We have different criteria for deciding which one is optimal, but computing those…”
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Trust and Profit Sensitive Ranking for the Deep Web and On-line Advertisements
ISBN: 9781267540041, 1267540044Published: ProQuest Dissertations & Theses 01.01.2012“…Ranking is of definitive importance to both usability and profitability of web information systems. While ranking of results is crucial for the accessibility…”
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Dissertation -
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Borel oracles. An analytical approach to constant-time algorithms
ISSN: 2331-8422Published: Ithaca Cornell University Library, arXiv.org 10.07.2009Published in arXiv.org (10.07.2009)“… In this paper we illustrate the power of this tool to prove the existence of the above mentioned constant-time approximation algorithm…”
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Constant-Time Algorithms for Sparsity Matroids
ISSN: 2331-8422Published: Ithaca Cornell University Library, arXiv.org 14.03.2011Published in arXiv.org (14.03.2011)“…\). In this paper, we give a constant-time approximation algorithm for the rank of the sparsity matroid of a degree-bounded undirected graph…”
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