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Author: Niv Buchbinder
Publisher: Now Publishers Inc
ISBN: 160198216X
Category : Computers
Languages : en
Pages : 190
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Book Description
Extends the primal-dual method to the setting of online algorithms, and shows its applicability to a wide variety of fundamental problems.
Author: Niv Buchbinder
Publisher: Now Publishers Inc
ISBN: 160198216X
Category : Computers
Languages : en
Pages : 190
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Book Description
Extends the primal-dual method to the setting of online algorithms, and shows its applicability to a wide variety of fundamental problems.
Author: Marcus Hutter
Publisher: Springer Science & Business Media
ISBN: 3642161073
Category : Computers
Languages : en
Pages : 432
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Book Description
This volume contains the papers presented at the 21st International Conf- ence on Algorithmic Learning Theory (ALT 2010), which was held in Canberra, Australia, October 6–8, 2010. The conference was co-located with the 13th - ternational Conference on Discovery Science (DS 2010) and with the Machine Learning Summer School, which was held just before ALT 2010. The tech- cal program of ALT 2010, contained 26 papers selected from 44 submissions and ?ve invited talks. The invited talks were presented in joint sessions of both conferences. ALT 2010 was dedicated to the theoretical foundations of machine learning and took place on the campus of the Australian National University, Canberra, Australia. ALT provides a forum for high-quality talks with a strong theore- cal background and scienti?c interchange in areas such as inductive inference, universal prediction, teaching models, grammatical inference, formal languages, inductive logic programming, query learning, complexity of learning, on-line learning and relative loss bounds, semi-supervised and unsupervised learning, clustering,activelearning,statisticallearning,supportvectormachines,Vapnik- Chervonenkisdimension,probablyapproximatelycorrectlearning,Bayesianand causal networks, boosting and bagging, information-based methods, minimum descriptionlength,Kolmogorovcomplexity,kernels,graphlearning,decisiontree methods, Markov decision processes, reinforcement learning, and real-world - plications of algorithmic learning theory. DS 2010 was the 13th International Conference on Discovery Science and focused on the development and analysis of methods for intelligent data an- ysis, knowledge discovery and machine learning, as well as their application to scienti?c knowledge discovery. As is the tradition, it was co-located and held in parallel with Algorithmic Learning Theory.
Author: Thomas Erlebach
Publisher: Springer
ISBN: 3642380166
Category : Computers
Languages : en
Pages : 308
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Book Description
This book constitutes the thoroughly refereed post workshop proceedings of the 10th International Workshop on Approximation and Online Algorithms, WAOA 2012, held in Ljubljana, Slovenia, in September 2012 as part of the ALGO 2012 conference event. The 22 revised full papers presented together with invited talk were carefully reviewed and selected from 60 submissions. The workshop covered areas such as geometric problems, online algorithms, scheduling, algorithmic game theory, and approximation algorithms.
Author: Jianer Chen
Publisher: Springer Nature
ISBN: 3030592677
Category : Computers
Languages : en
Pages : 464
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Book Description
This book constitutes the refereed proceedings of the 16th Annual Conference on Theory and Applications of Models of Computation, TAMC 2020, held in Changsha, China, in October 2020. The 37 full papers were carefully reviewed and selected from 83 submissions. The main themes of the selected papers are computability, complexity, algorithms, information theory and their extensions to machine learning theory and foundations of artificial intelligence.
Author: Luciano Bononi
Publisher: Springer Science & Business Media
ISBN: 3642259588
Category : Computers
Languages : en
Pages : 563
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Book Description
This book constitutes the refereed proceedings of the 13th International Conference on Distributed Computing and Networking, ICDCN 2012, held in Hong Kong, China, during January 3-6, 2012. The 36 revised full papers and 1 short paper presented together with 4 poster papers were carefully reviewed and selected from 100 submissions. The papers address all current issues in the field of distributed computing and networking. Being a leading forum for researchers and practitioners to exchange ideas and share best practices, ICDCN also hosts as a forum for PhD students to discuss their research ideas and get quality feedback from the well-renowned experts in the field of distributed computing and computer networking.
Author: Rahul Vaze
Publisher: Cambridge University Press
ISBN: 100934918X
Category : Computers
Languages : en
Pages : 489
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Book Description
A rigorous and comprehensive introduction to online algorithms in a pedagogy-rich, readily accessible form for students.
Author: Artur Czumaj
Publisher: Springer
ISBN: 3642315941
Category : Computers
Languages : en
Pages : 860
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Book Description
This two-volume set of LNCS 7391 and LNCS 7392 constitutes the refereed proceedings of the 39th International Colloquium on Automata, Languages and Programming, ICALP 2012, held in Warwick, UK, in July 2012. The total of 123 revised full papers presented in this volume were carefully reviewed and selected from 432 submissions. They are organized in three tracks focussing on algorithms, complexity and games; logic, semantics, automata and theory of programming; and foundations of networked computation.
Author: Ding-Zhu Du
Publisher: Springer
ISBN: 3030161943
Category : Mathematics
Languages : en
Pages : 315
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Book Description
Graduate students and researchers in applied mathematics, optimization, engineering, computer science, and management science will find this book a useful reference which provides an introduction to applications and fundamental theories in nonlinear combinatorial optimization. Nonlinear combinatorial optimization is a new research area within combinatorial optimization and includes numerous applications to technological developments, such as wireless communication, cloud computing, data science, and social networks. Theoretical developments including discrete Newton methods, primal-dual methods with convex relaxation, submodular optimization, discrete DC program, along with several applications are discussed and explored in this book through articles by leading experts.
Author: Samson Abramsky
Publisher: Springer
ISBN: 3642141625
Category : Computers
Languages : en
Pages : 614
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Book Description
Annotation The two-volume set LNCS 6198 and LNCS 6199 constitutes the refereed proceedings of the 37th International Colloquium on Automata, Languages and Programming, ICALP 2010, held in Bordeaux, France, in July 2010. The 106 revised full papers (60 papers for track A, 30 for track B, and 16 for track C) presented together with 6 invited talks were carefully reviewed and selected from a total of 389 submissions. The papers are grouped in three major tracks on algorithms, complexity and games; on logic, semantics, automata, and theory of programming; as well as on foundations of networked computation: models, algorithms and information management. LNCS 6199 contains 46 contributions of track B and C selected from 167 submissions as well as 4 invited talks.
Author: Stefano Leonardi
Publisher: Springer Science & Business Media
ISBN: 3642108407
Category : Computers
Languages : en
Pages : 654
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Book Description
This volume contains the papers presented at WINE 2009:the 5th International Workshop on Internet and Network Economics held December 14–18, 2009, in Rome,attheDepartmentofComputerandSystemSciences,SapienzaUniversity of Rome. Over the past decade there has been growing interaction between researchers in theoretical computer science, networking and security, economics, mathem- ics, sociology, and management sciences devoted to the analysis of problems arising in the Internet and the worldwide web. The Workshop on Internet and Network Economics (WINE) is an interdisciplinary forum for the exchange of ideas and results arising in these varied ?elds. There were 142 submissions to the workshop including regular and short - pers.Allsubmissionswererigorouslypeer reviewedandevaluatedonthebasisof the quality of their contribution, originality,soundness, and signi?cance. Almost all submissions were reviewed by at least three Program Committee members. The committee decided to accept 34 regular papers and 29 short papers. The Best Student Paper award sponsored by Google Inc. was given to Saeed Alaei and AzarakhshMalekianfor the paper “An Analysisof Troubled Assets Reverse Auction.” The program also included three invited talks by S. Muthukrishnan (Google Inc.and RutgersUniversity),H. PeytonYoung (OxfordandJohns Hopkins U- versity)andEvaTardos(CornellUnversity).Threetutorialswerealsoo?eredon the days before the workshop, from Andrei Broder (Yahoo! Research) on C- putational Advertising, Nikhil Devanur and Kamal Jain (Microsoft Research) on Computational Issues in Market Equilibria, and Tim Roughgarden(Stanford University) on Bayesian and Worst-Case Revenue Maximization.
