
MINLPLib
 Referenced in 86 articles
[sw06172]
 models to be distributed to the research community as highly relevant algorithmic test models...

SMAC
 Referenced in 61 articles
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 tree search algorithms by orders of magnitude on certain instance distributions. Recently, we have also ... hyperparameter optimization of machine learning algorithms, scaling better to high dimensions and discrete input dimensions...

COSY
 Referenced in 14 articles
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 defining novel, highly concurrent and distributed algorithms performing important operating system functions. The notation permits ... algorithms as well as their novel, highly concurrent and distributed implementation...

twalk
 Referenced in 26 articles
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 General Purpose Sampling Algorithm for Continuous Distributions” to sample from many objective functions (specially suited ... posterior distributions using nonstandard models that would make the use of common algorithms...

AntNet
 Referenced in 65 articles
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 tables in communications networks. AntNet is a distributed, mobile agents based Monte Carlo system that ... called stigmergy. We compare our algorithm with six stateoftheart routing algorithms coming ... telecommunications and machine learning fields. The algorithms’ performance is evaluated over a set of realistic ... under several paradigmatic spatial and temporal traffic distributions. Results are very encouraging. AntNet showed superior...

Graphs
 Referenced in 107 articles
[sw12277]
 from various communities (sometimes under different names): algorithm engineers construct fast route planning methods; database ... distance labeling schemes in networking and distributed computing and for metric embeddings in geometry ... this survey, we review selected approaches, algorithms, and results on shortestpath queries from these...

EMMIXskew
 Referenced in 13 articles
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 Algorithm and Skew Mixture Distribution EM algorithm for Mixture of Multivariate Skew Normal/T Distributions...

FEAP
 Referenced in 179 articles
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 Apple systems.Contact feap@berkeley.edu for further information and distribution costs. The FEAP program includes options ... wide range of linear and nonlinear solution algorithms, graphics options for displaying meshes and contouring...

Reduze
 Referenced in 79 articles
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 algorithm. This web page presents version 2 of the program. New features include the distributed ... system. Fast graph and matroid based algorithms allow for the identification of equivalent topologies...

XGBoost
 Referenced in 91 articles
[sw21035]
 XGBoost is an optimized distributed gradient boosting library designed to be highly efficient, flexible ... portable. It implements machine learning algorithms under the Gradient Boosting framework. XGBoost provides a parallel ... same code runs on major distributed environment (Hadoop, SGE, MPI) and can solve problems beyond...

Mcmcpack
 Referenced in 50 articles
[sw07974]
 number generators for statistical distributions, a general purpose Metropolis sampling algorithm, and tools for visualization...

PARDISO
 Referenced in 282 articles
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 systems of equations on sharedmemory and distributedmemory multiprocessors. The solver has has been ... Automatic combination of iterative and direct solver algorithms to accelerate the solution process for very...

MOPED
 Referenced in 12 articles
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 tool based on an estimation of distribution algorithm is proposed. The algorithm uses the ranking...

cuRAND
 Referenced in 19 articles
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 variety of RNG algorithms and distribution options means you can select the best solution...

Eigentaste
 Referenced in 62 articles
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 different algorithms. In the appendix we use uniform and normal distribution models to derive analytic...

ParaDisEO
 Referenced in 43 articles
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 including evolutionary algorithms (EA), local searches (LS), the most common parallel and distributed models...

DiSCO
 Referenced in 11 articles
[sw28439]
 Empirical Loss. We propose a new distributed algorithm for empirical risk minimization in machine learning ... algorithm is based on an inexact damped Newton method, where the inexact Newton steps ... computed by a distributed preconditioned conjugate gradient method. We analyze its iteration complexity and communication ... loss functions, and discuss the results for distributed ridge regression, logistic regression and binary classification...

NBI
 Referenced in 205 articles
[sw05075]
 Pareto set given an evenly distributed set of parameters, a property which the popular method ... retaining the computational efficiency of continuationtype algorithms. This is an improvement over continuation techniques...

MixSim
 Referenced in 34 articles
[sw07914]
 Performance of Clustering Algorithms. MixSim allows simulating mixtures of Gaussian distributions with different levels ... investigation of clustering and finite mixture modeling algorithms. Among other capabilities of MixSim, there ... agreement between two partitionings, and constructing parallel distribution plots for the graphical display of finite...

PUMMA
 Referenced in 11 articles
[sw07819]
 PUMMA: Parallel universal matrix multiplication algorithms on distributed memory concurrent computers. he paper describes Parallel ... Universal Matrix Multiplication Algorithms (PUMMA) on distributed memory concurrent computers. The PUMMA package includes...