A Geometric Interpretation of Stochastic Gradient Descent Using Diffusion Metrics. [PDF]
Entropy (Basel), 2020 Fioresi R, Chaudhari P, Soatto S.
europepmc +1 more source
Tighter privacy auditing of differentially private stochastic gradient descent in the hidden state threat model. [PDF]
Sci RepBhuekar A.
europepmc +1 more source
SSGD: SPARSITY-PROMOTING STOCHASTIC GRADIENT DESCENT ALGORITHM FOR UNBIASED DNN PRUNING. [PDF]
Proc IEEE Int Conf Acoust Speech Signal Process, 2020 Lee CH, Fedorov I, Rao BD, Garudadri H.
europepmc +1 more source
Mutual Information Based Learning Rate Decay for Stochastic Gradient Descent Training of Deep Neural Networks. [PDF]
Entropy (Basel), 2020 Vasudevan S.
europepmc +1 more source
Stochastic gradient descent estimation of generalized matrix factorization models with application to single-cell RNA sequencing data. [PDF]
BiostatisticsCastiglione C +3 more
europepmc +1 more source
Dynamics of stochastic gradient descent for two-layer neural networks in the teacher-student setup. [PDF]
J Stat Mech, 2020 Goldt S +4 more
europepmc +1 more source
A dual enhanced stochastic gradient descent method with dynamic momentum and step size adaptation for improved optimization performance. [PDF]
Sci RepMokhtar MA, Fathy M, Dahab YA, Sayed EA.
europepmc +1 more source
Dual module- wider and deeper stochastic gradient descent and dropout based dense neural network for movie recommendation. [PDF]
Sci RepC K R, K C S, C K S.
europepmc +1 more source
Efficient high-resolution refinement in cryo-EM with stochastic gradient descent. [PDF]
Acta Crystallogr D Struct BiolToader B, Brubaker MA, Lederman RR.
europepmc +1 more source
Estimation of simultaneous equation models by backpropagation method using stochastic gradient descent. [PDF]
PeerJ Comput SciPérez-Sánchez B +3 more
europepmc +1 more source