Vyacheslav Kungurtsev

Convergence and Complexity Analysis of a Levenberg–Marquardt Algorithm for Inverse Problems

El Houcine Bergou, Youssef Diouane, Vyacheslav Kungurtsev · Journal of Optimization Theory and Applications · 2020 · 78 citations · Full text

Numerical Analysis, Complexity Analysis, Numerical Computation +7

Efficient Distribution Similarity Identification in Clustered Federated Learning via Principal Angles between Client Data Subspaces

Saeed Vahidian, Mahdi Morafah, Weijia Wang et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2023 · 72 citations · Full text

Cluster Computing, Engineering, Machine Learning +20

Hybrid Random/Deterministic Parallel Algorithms for Convex and Nonconvex Big Data Optimization

Amir Daneshmand, Francisco Facchinei, Vyacheslav Kungurtsev et al. · IEEE Transactions on Signal Processing · 2015 · 67 citations

Mathematical Programming, Large-scale Global Optimization, Engineering +19

A stabilized SQP method: global convergence

Philip E. Gill, Vyacheslav Kungurtsev, Daniel P. Robinson · IMA Journal of Numerical Analysis · 2016 · 47 citations

Numerical Analysis, Engineering, Constrained Optimization +16

Asynchronous parallel algorithms for nonconvex optimization

Loris Cannelli, Francisco Facchinei, Vyacheslav Kungurtsev et al. · IRIS Research product catalog (Sapienza University of Rome) · 2020 · 37 citations · Full text

Asynchronous Parallel, Engineering, Parallel Processing +5