
Adam
 Referenced in 458 articles
[sw22205]
 provide a regret bound on the convergence rate that is comparable to the best known...

AUSM
 Referenced in 278 articles
[sw06367]
 schemes in robustness and accuracy. The convergence rate is shown to be independent of Mach ... time derivative term, albeit a different convergence history may occur. Moreover, the new scheme...

Saga
 Referenced in 89 articles
[sw39677]
 incremental gradient algorithms with fast linear convergence rates. SAGA improves on the theory behind ... SVRG, with better theoretical convergence rates, and has support for composite objectives where a proximal...

SLEP
 Referenced in 40 articles
[sw13487]
 largescale sparse data. 2) Optimal Convergence Rate. The convergence rate O(1/k2) is optimal...

iPiano
 Referenced in 53 articles
[sw09623]
 requirements of this theorem. Furthermore, a convergence rate is established for the general problem class...

iPiasco
 Referenced in 33 articles
[sw13492]
 used for deriving a worstcase convergence rate for the proposed algorithm. It is proved ... optimal algorithm with linear rate of convergence. For certain problems this linear rate of convergence ... than the provably optimal worstcase rate of convergence for smooth strongly convex functions...

NeNMF
 Referenced in 31 articles
[sw17586]
 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...

wbs
 Referenced in 67 articles
[sw11110]
 consistency of binary segmentation with improved rates of convergence, as well as a corresponding result...

NESUN
 Referenced in 41 articles
[sw28733]
 they automatically ensure the best possible rate of convergence. We confirm our theoretical results ... experiments, which demonstrate that the fast rate of convergence, typical for the smooth optimization problems...

Spinterp
 Referenced in 40 articles
[sw00902]
 support nodes. The order of the convergence rate in the maximum norm is preserved...

TIGRA
 Referenced in 40 articles
[sw02333]
 outer loop. The method with given convergence rate results works in a Hilbert space setting...

HOGWILD
 Referenced in 59 articles
[sw28396]
 then HOGWILD! achieves a nearly optimal rate of convergence. We demonstrate experimentally that HOGWILD! outperforms...

MIBPB
 Referenced in 51 articles
[sw08106]
 able to deliver the secondorder convergence, that is, the accuracy increases four times when ... reliability. This work further accelerates the rate of convergence of linear equation systems resulting from...

TRICE
 Referenced in 46 articles
[sw05197]
 methods, including many iterative techniques.par Global convergence of these algorithms to a firstorder Karush ... order necessary KKT conditions. The local rate of convergence to a nondegenerate strict local minimizer...

NURBS
 Referenced in 23 articles
[sw02633]
 considered: It is shown that optimal rates of convergence are obtained without the need ... possible to recover optimal convergence rates in the case of reentrant corners, cracks...

GADMM
 Referenced in 26 articles
[sw12640]
 show the worstcase O(1/k) convergence rate measured by the iteration complexity k represents...

NSOIA
 Referenced in 40 articles
[sw36301]
 combine a fast rate of convergence with steady progress. Some examples illustrate the technique...

pySDC
 Referenced in 25 articles
[sw16754]
 limit of infinitely fast waves the convergence rate of the nonsplit version is retained. Stability...

AISBN
 Referenced in 25 articles
[sw02223]
 algorithm, AISBN, that shows promising convergence rates even under extreme conditions and seems...

GUIHDMR
 Referenced in 22 articles
[sw07924]
 values and it provides a better convergence rate...