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math.OC2019
Alternating Minimization Methods for Strongly Convex Optimization
Nazarii Tupitsa, Pavel Dvurechensky, Alexander Gasnikov +1
{We consider alternating minimization procedures for convex optimization problems with variable divided in many block, each block being amenable for minimization with respect to it…
math.OC2019★ 4 cited
On a Combination of Alternating Minimization and Nesterov's Momentum
Sergey Guminov, Pavel Dvurechensky, Nazarii Tupitsa +1
Alternating minimization (AM) procedures are practically efficient in many applications for solving convex and non-convex optimization problems. On the other hand, Nesterov's accel…