Randomized algorithms

Results: 419



#Item
31Algebra / Mathematics / Multivariate statistics / Numerical analysis / Dimension reduction / Iterative methods / Numerical linear algebra / Principal component analysis / Singular value decomposition / Stochastic optimization / Algorithm / Sparse dictionary learning

I will discuss recent work on randomized algorithms for low-rank approximation and principal component analysis (PCA). The talk will focus on efforts that move beyond the extremely fast, but relatively crude approximatio

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Source URL: mmds-data.org

Language: English - Date: 2016-06-23 15:50:48
32Mathematical optimization / Numerical analysis / Mathematical analysis / Linear programming / Convex optimization / Interior point method / Quadratic programming / Global optimization / Robert J. Vanderbei / Quasi-Newton method / Nonlinear programming / Linear matrix inequality

Literaturverzeichnis 1. Alizadeh, F): A sublinear-time randomized parallel algorithm for the maximum clique problem in perfect graphs. Proceedings of the second ACMSIAM Symposium on Discrete Algorithms 2. Alizade

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Source URL: www.opt.uni-duesseldorf.de

Language: English - Date: 2003-10-16 08:07:54
33Algorithms / Randomized rounding / Rounding / Matrix / Entropy / Mathematics / Computer science / Applied mathematics

The Entropy Rounding Method in Approximation Algorithms Thomas Rothvoß Department of Mathematics, M.I.T. SODA 2012

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Source URL: www.math.washington.edu

Language: English - Date: 2013-11-01 17:11:36
34Computational complexity theory / Theory of computation / Algorithms / Theoretical computer science / Analysis of algorithms / Probabilistic complexity theory / Streaming algorithm / Property testing / Randomized algorithm / Sequence / NC / Sampling

Algorithmica: 67–80 DOI: s00453Algorithmica ©

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Source URL: cs-www.cs.yale.edu

Language: English - Date: 2002-07-02 08:00:25
35Computing / Computer networking / Scheduling algorithms / Inter-process communication / Concurrent computing / Network performance / Load-balanced switch / Media access control / Transmission Control Protocol / Packet switching / Network switch / Throughput

Sprinklers: a Randomized Variable-Size Striping Approach to Reordering-Free Load-Balanced Switching Weijun Ding† Jun (Jim) Xu† Jim Dai‡ Yang Song∗ Bill Lin∗ † Georgia Tech ‡ Cornell University ∗ UC San Di

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Source URL: conferences2.sigcomm.org

Language: English - Date: 2014-12-01 16:59:03
36Computational complexity theory / Theory of computation / Analysis of algorithms / NP-complete problems / Set cover problem / Randomized algorithm / Time complexity / Minimum spanning tree / Point location

Output-Sensitive Construction of the Union of Triangles  Esther Ezra and Micha Sharir School of Computer Science

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Source URL: www.math.tau.ac.il

Language: English - Date: 2007-08-27 22:45:23
37Analysis of algorithms / Computer science / Mathematics / Theoretical computer science / Applied mathematics / Online algorithms / Probabilistic complexity theory / Randomized algorithms / Adversary model / Algorithm / Pseudorandomness / Unique sink orientation

Randomized Algorithms An Introduction through Unique Sink Orientations Lecture Notes Bernd G¨artner, ETH Z¨urich February 13, 2004

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Source URL: people.inf.ethz.ch

Language: English - Date: 2016-06-20 11:55:28
38Evolutionary algorithms / Mathematical analysis / Mathematics / Mathematical optimization / CMA-ES / Gaussian adaptation / Hessian matrix / Evolution strategy

12th International Conference on Parallel Problem Solving From Nature - PPSN XII On spectral invariance of Randomized Hessian and Covariance Matrix Adaptation schemes Sebastian U. Stich

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Source URL: sstich.ch

Language: English - Date: 2012-09-06 05:25:23
39Network theory / Mathematics / Graph theory / Discrete mathematics / Networks / Network analysis / Betweenness centrality / Centrality / Association rule learning / Eli Upfal / Shortest path problem

Abstract of “Sampling-based Randomized Algorithms for Big Data Analytics” by Matteo Riondato, Ph.D., Brown University, MayAnalyzing huge datasets becomes prohibitively slow when the dataset does not fit in mai

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Source URL: matteo.rionda.to

Language: English - Date: 2016-07-30 12:22:15
40Computing / Computational complexity theory / Mathematics / Theoretical computer science / Distributed computing / Routing algorithms / Consensus / Algorithm / Randomized algorithm / Leader election / A* search algorithm

Synchronous Counting and Computational Algorithm Design Danny Dolev1 , Janne H. Korhonen2 , Christoph Lenzen3 , Joel Rybicki2 , and Jukka Suomela2 1

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Source URL: people.mpi-inf.mpg.de

Language: English - Date: 2015-05-29 10:12:08
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