Dvinskikh, Darina
- Decentralize and Randomize: Faster Algorithm for Wasserstein Barycenters
2018/06/11 by Dvurechensky, Pavel, Dvinskikh, Darina, Gasnikov, Alexander +2 · 3 citations
#65K05 #65Y20 #68Q25 #68W40 #90C06 #90C25 #90C30 #90C90 #Distributed #FOS: Computer and information sciences #FOS: Mathematics #G.1.6 #Optimization and Control (math.OC) #Parallel #and Cluster Computing (cs.DC)
- Accelerated Zeroth-order Method for Non-Smooth Stochastic Convex Optimization Problem with Infinite Variance
2023/10/28 by Kornilov, Nikita, Shamir, Ohad, Lobanov, Aleksandr +5 · 4 citations
#FOS: Mathematics #Optimization and Control (math.OC)
- Inexact Model: A Framework for Optimization and Variational Inequalities
2019/02/03 by Stonyakin, Fedor, Gasnikov, Alexander, Tyurin, Alexander +6 · 2 citations
#FOS: Mathematics #Optimization and Control (math.OC)
- Distributed Computation of Wasserstein Barycenters over Networks
2018/03/08 by Uribe, César A., Dvinskikh, Darina, Dvurechensky, Pavel +2 · 1 citation
#Distributed #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (stat.ML) #Multiagent Systems (cs.MA) #Optimization and Control (math.OC) #Parallel #and Cluster Computing (cs.DC)
- Accelerated zero-order SGD under high-order smoothness and overparameterized regime
2024/11/21 by Bychkov, Georgii, Dvinskikh, Darina, Antsiferova, Anastasia +2 · 1 citation
#65K10 #FOS: Computer and information sciences #FOS: Mathematics #G.1.6 #Machine Learning (cs.LG) #Optimization and Control (math.OC)