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2009, ISBN 0521884276, Volume 9780521884273, xiv, 196
Randomized algorithms have become a central part of the algorithms curriculum, based on their increasingly widespread use in modern applications. This book... 
Distribution (Probability theory) | Algorithms | Random variables | Limit theorems (Probability theory)
Book
Economic and political weekly, ISSN 0012-9976, 03/2017
...Devdatt Dubhashi (dubhashi@chalmers.se) teaches at the Department of Computer Science and Engineering, Chalmers University of Technology, Sweden. The Great... 
Petroleum industry | Climate change | Tobacco | Paris Agreement | Anglophones | Novels | Politics | Scientists | Books | Capitalism | Climate science
Journal Article
Journal Article
Theoretical computer science, ISSN 0304-3975, 04/2020, Volume 812, pp. 203 - 213
There have been a number of recent advances in accelerated gradient and proximal schemes for optimization of convex finite sum problems. Defazio introduced a... 
Convex optimization | SAG | Support vector machine | Stochastic optimization | Rate analysis | Stochastic average gradient | Non-smooth optimization | SAGA | Vector clustering | Computer Science, Theory & Methods | Technology | Computer Science | Science & Technology
Journal Article
PloS one, ISSN 1932-6203, 2020, Volume 15, Issue 7
We present a multi-agent computational approach to partitioning semantic spaces using reinforcement-learning (RL). Two agents communicate using a finite... 
Language Technology (Computational Linguistics) | Språkteknologi (språkvetenskaplig databehandling) | Datorsystem | Computer Science | Datavetenskap (datalogi) | Computer Systems
Journal Article
Theoretical computer science, ISSN 0304-3975, 2019, Volume 812, p. 203
There have been a number of recent advances in accelerated gradient and proximal schemes for optimization of convex finite sum problems. Defazio introduced a... 
Computational Mathematics | Matematisk analys | Reglerteknik | Support vector machine | Stochastic average gradient | SAGA | Non-smooth optimization | Mathematical Analysis | Vector clustering | Convex optimization | SAG | Beräkningsmatematik | Control Engineering | Rate analysis | Stochastic optimization
Journal Article
Proceedings, ISSN 2504-3900, 06/2017, Volume 1, Issue 3, p. 189
Journal Article
Journal of applied probability, ISSN 0021-9002, 06/2008, Volume 45, Issue 2, pp. 575 - 579
For an order statistic (X 1:n ,…,X n:n ) of a collection of independent but not necessarily identically distributed random variables, and any i ∈ {1,…,n}, the... 
Order statistics | Stochastic domination | Coupling | Statistics & Probability | Physical Sciences | Mathematics | Science & Technology | 60E15 | 62G30 | coupling | stochastic domination
Journal Article
Journal of computer and system sciences, ISSN 0022-0000, 2005, Volume 71, Issue 4, pp. 467 - 479
Motivated by routing issues in ad hoc networks, we present polylogarithmic-time distributed algorithms for two problems. Given a network, we first show how to... 
Dominating sets | Distributed algorithms | Ad hoc networks | Computer Science, Theory & Methods | Computer Science, Hardware & Architecture | Technology | Computer Science | Science & Technology | Computer science | Algorithms
Journal Article
11/2017
We introduce a framework using Generative Adversarial Networks (GANs) for likelihood--free inference (LFI) and Approximate Bayesian Computation (ABC) where we... 
Journal Article
Statistical Applications in Genetics and Molecular Biology, ISSN 1544-6115, 03/2006, Volume 5, Issue 1, pp. 8 - Article8
Journal Article
Journal of machine learning research, ISSN 1532-4435, 12/2013, Volume 14, pp. 3495 - 3536
Journal Article
Journal of physics. G, Nuclear and particle physics, ISSN 0954-3899, 2019, Volume 46, Issue 9
Theoretical models of the strong nuclear interaction contain unknown coupling constants (parameters) that must be determined using a pool of calibration data.... 
Computational Mathematics | Other Physics Topics | Annan fysik | Beräkningsmatematik | Sannolikhetsteori och statistik | nucleon-nucleon scattering | Bayesian optimization | effective field theory | nuclear physics | Probability Theory and Statistics
Journal Article
2008, 3
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