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Line 111: ==Algorithms== [[File:Gradient descent Hamiltonian Monte Carlo comparison.gif\|thumb\|upright=0.9\|~~Gradient_descent_Hamiltonian_Monte_Carlo_comparison~~Gradient descent vs Monte Carlo]] * First, we present the pseudocode for the ADAM algorithm as follows<ref name="Adam2014">{{cite arXiv \|first1=Diederik \|last1=Kingma \|first2=Jimmy \|last2=Ba \|eprint=1412.6980 \|title=Adam: A Method for Stochastic Optimization \|year=2014 \|class=cs.LG }}</ref>: ===Adam<ref name="Adam2014">{{cite arXiv \|first1=Diederik \|last1=Kingma \|first2=Jimmy \|last2=Ba \|eprint=1412.6980 \|title=Adam: A Method for Stochastic Optimization \|year=2014 \|class=cs.LG }}</ref> (short for Adaptive Moment Estimation) algorithm===

Deep backward stochastic differential equation method: Difference between revisions