Efficient GPU implementation of randomized SVD and its applications
Łukasz Struski, Paweł Morkisz, Przemysław Spurek, Samuel Rodriguez Bernabeu, T. P. Trzcinski
Topics & Concepts
Computer scienceCUDALeverage (statistics)Matrix multiplicationParallel computingGeneral-purpose computing on graphics processing unitsDimensionality reductionCurse of dimensionalityExploitMultiplication (music)Theoretical computer scienceArtificial intelligenceGraphicsComputer graphics (images)AcousticsPhysicsQuantumQuantum mechanicsComputer securityStochastic Gradient Optimization TechniquesQuantum Computing Algorithms and ArchitectureComplexity and Algorithms in Graphs