8 citations · 13 across the 9 of their papers we have counts for
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math.OC2020★ 3 cited
Follow the bisector: a simple method for multi-objective optimization
Alexandr Katrutsa, Daniil Merkulov, Nurislam Tursynbek +1
This study presents a novel Equiangular Direction Method (EDM) to solve a multi-objective optimization problem. We consider optimization problems, where multiple differentiable los…
stat.ML2020
Stochastic gradient algorithms from ODE splitting perspective
Daniil Merkulov, Ivan Oseledets
We present a different view on stochastic optimization, which goes back to the splitting schemes for approximate solutions of ODE. In this work, we provide a connection between sto…