
HOGWILD
 Referenced in 50 articles
[sw28396]
 variable, then HOGWILD! achieves a nearly optimal rate of convergence. We demonstrate experimentally that HOGWILD...

Adam
 Referenced in 273 articles
[sw22205]
 algorithm for firstorder gradientbased optimization of stochastic objective functions, based on adaptive estimates ... rate that is comparable to the best known results under the online convex optimization framework...

NeNMF
 Referenced in 30 articles
[sw17586]
 NeNMF: An optimal gradient method for nonnegative matrix factorization. Nonnegative matrix factorization ... following three problems: slow convergence rate, numerical instability and nonconvergence. In this paper, we present ... time consuming line search and converges optimally at rate in optimizing each matrix factor ... manifold regularized NMF with the optimal convergence rate. Numerical experiments on both synthetic and real...

ForWaRD
 Referenced in 53 articles
[sw12296]
 ForWaRD’s MSE decays with the optimal WVD rate as the number of samples increases...

SLEP
 Referenced in 36 articles
[sw13487]
 handle largescale sparse data. 2) Optimal Convergence Rate. The convergence rate O(1/k2...

COBS
 Referenced in 27 articles
[sw08988]
 flexible, efficient and achieves the optimal rate of convergence. Several options and generalizations are included...

NURBS
 Referenced in 21 articles
[sw02633]
 considered: It is shown that optimal rates of convergence are obtained without the need ... Unity, it is possible to recover optimal convergence rates in the case of reentrant...

iPiasco
 Referenced in 28 articles
[sw13492]
 inertial term for solving a strongly convex optimization problem of a certain type. The strongly ... used for deriving a worstcase convergence rate for the proposed algorithm ... proved to be an optimal algorithm with linear rate of convergence. For certain problems this ... better than the provably optimal worstcase rate of convergence for smooth strongly convex functions...

LVQ_PAK
 Referenced in 30 articles
[sw12122]
 into the class zones and the optimizedlearningrate algorithm OLVQ1...

ATLAS
 Referenced in 197 articles
[sw00056]
 maintenance, which we term automated empirical optimization of software; this style of library management ... software to keep pace with the incredible rate of hardware advancement inherent in Moore...

Camellia
 Referenced in 80 articles
[sw09731]
 encryption speed in software and hardware. An optimized implementation of Camellia in assembly language ... Pentium III (800 MHz) at the rate of more than 276 Mbits per second, which ... much faster than the speed of an optimized DES implementation. In addition, a distinguishing feature...

SVMlight
 Referenced in 260 articles
[sw04076]
 problem of learning a ranking function. The optimization algorithms used in SVMlight are described ... efficient estimation methods for both error rate and precision/recall. XiAlphaestimates [Joachims, 2002a, Joachims, 2000b ... algorithm proceeds by solving a sequence of optimization problems lowerbounding the solution using...

Geometer's Sketchpad
 Referenced in 224 articles
[sw04858]
 algebra by exploring ratio and proportion, rate of change, and functional relationships through numeric, tabular ... trigonometric—promoting deep understanding. Sketchpad is the optimal tool for interactive whiteboards. Teachers...

NESUN
 Referenced in 31 articles
[sw28733]
 gradient method: Universal gradient methods for convex optimization problems. In this paper, we present ... class they automatically ensure the best possible rate of convergence. We confirm our theoretical results ... that the fast rate of convergence, typical for the smooth optimization problems, sometimes...

HSMUCE
 Referenced in 9 articles
[sw27013]
 fast to compute, achieves the optimal detection rate and estimates the number of change points...

CHIME
 Referenced in 4 articles
[sw28514]
 CHIME are investigated. We establish the optimal rate of convergence for the excess misclustering error ... show that CHIME is minimax rate optimal. In addition, the optimality of the proposed estimator...

FDRSeg
 Referenced in 12 articles
[sw16730]
 method, FDRSeg, which controls the false discovery rate (FDR) in the sense that the number ... uniform sense at optimal minimax convergence rates up to a logfactor. The latter...

AdaGrad
 Referenced in 97 articles
[sw22202]
 paradigm stems from recent advances in stochastic optimization and online learning which employ proximal functions ... function, which significantly simplifies setting a learning rate and results in regret guarantees that...

Memtype2L
 Referenced in 39 articles
[sw16472]
 Optimized EvidenceTheoretic KNearest Neighbor) classifiers. The success rates obtained by MemType...

PetIGAMF
 Referenced in 8 articles
[sw22643]
 manufactured solutions are presented assuring optimal convergence rates of the approximations, showing the accuracy...