• GADMM

  • Referenced in 29 articles [sw12640]
  • theoretical insights and applications. Recently, the alternating direction method of multipliers (ADMM) has received intensive ... subproblems is approximated by a linearization strategy. This linearized version is particularly efficient ... rather new and core applications in statistical learning. Code packages in Matlab for these applications...
  • CONTRAfold

  • Referenced in 8 articles [sw17117]
  • energy minimization methods have been the dominant strategy for single sequence RNA secondary structure prediction ... free grammars (SCFGs) have emerged as an alternative probabilistic methodology for modeling RNA structure. Unlike ... thermodynamic parameters, SCFGs use fully-automated statistical learning algorithms to derive model parameters. Despite this...
  • BayesianOptimization.jl

  • Referenced in 1 article [sw42275]
  • Bayesian optimization is a global optimization strategy for (potentially noisy) functions with unknown derivatives. With ... find optima with fewer function evaluations than alternatives, making it well suited for the optimization ... examples include hyper-parameter tuning of machine learning models (see e.g. Taking the Human...
  • MultiNet++

  • Referenced in 1 article [sw41671]
  • Geometric Loss Strategy for Multi-Task Learning. Multi-task learning is commonly used in autonomous ... computational complexity. Current work on multi-task learning networks focus on processing a single input ... known implementation of multi-task learning handling a sequence of images. In this work ... demonstrate that the proposed strategies outperform various existing multi-task learning solutions...
  • SPMoE

  • Referenced in 2 articles [sw27748]
  • subspace projection method and the negative correlation learning algorithm (NCL). Instead of using whole original ... important problem in the field of operations strategy called the practice–performance problem. The experimental ... considered to be a promising alternative for modeling the high-dimensional multi-target regression problems...
  • PALMapper

  • Referenced in 1 article [sw31862]
  • genes and the identification of alternative transcripts. One way to analyze this data is aligning ... QPALMA that relies on a machine learning strategy is highly sensitive but suffers from...
  • AMD

  • Referenced in 60 articles [sw00039]
  • Algorithm 837: AMD is a set of routines...
  • ATLAS

  • Referenced in 199 articles [sw00056]
  • This paper describes the Automatically Tuned Linear Algebra...
  • BARON

  • Referenced in 354 articles [sw00066]
  • BARON is a computational system for solving nonconvex...
  • CGAL

  • Referenced in 394 articles [sw00118]
  • The goal of the CGAL Open Source Project...
  • Coq

  • Referenced in 1890 articles [sw00161]
  • Coq is a formal proof management system. It...
  • CSDP

  • Referenced in 202 articles [sw00169]
  • CSDP, A C Library for Semidefinite Programming. This...
  • DEA

  • Referenced in 244 articles [sw00194]
  • Data Envelopment Analysis (DEA) is becoming an increasingly...
  • Gerris

  • Referenced in 344 articles [sw00341]
  • Gerris is a Free Software program for the...
  • LANCELOT

  • Referenced in 306 articles [sw00500]
  • LANCELOT. A Fortran package for large-scale nonlinear...
  • LAPACK

  • Referenced in 1702 articles [sw00503]
  • LAPACK is written in Fortran 90 and provides...
  • Magma

  • Referenced in 3315 articles [sw00540]
  • Computer algebra system (CAS). Magma is a large...
  • Maple

  • Referenced in 5373 articles [sw00545]
  • The result of over 30 years of cutting...
  • MATCONT

  • Referenced in 443 articles [sw00551]
  • MATCONT: Matlab software for bifurcation study of dynamical...
  • Mathematica

  • Referenced in 6355 articles [sw00554]
  • Almost any workflow involves computing results, and that...