Aleksandr V. Lobanov

Orcid: 0000-0003-1620-9581

According to our database1, Aleksandr V. Lobanov authored at least 10 papers between 2020 and 2024.

Collaborative distances:

Timeline

2020
2021
2022
2023
2024
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Bibliography

2024
The "Black-Box" Optimization Problem: Zero-Order Accelerated Stochastic Method via Kernel Approximation.
J. Optim. Theory Appl., December, 2024

Accelerated zero-order SGD under high-order smoothness and overparameterized regime.
CoRR, 2024

Acceleration Exists! Optimization Problems When Oracle Can Only Compare Objective Function Values.
Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

2023
Gradient-Free Algorithms for Solving Stochastic Saddle Optimization Problems with the Polyak-Łojasiewicz Condition.
Program. Comput. Softw., December, 2023

Non-smooth setting of stochastic decentralized convex optimization problem over time-varying Graphs.
Comput. Manag. Sci., December, 2023

Accelerated Zero-Order SGD Method for Solving the Black Box Optimization Problem Under "Overparametrization" Condition.
Proceedings of the Optimization and Applications - 14th International Conference, 2023

Stochastic Adversarial Noise in the "Black Box" Optimization Problem.
Proceedings of the Optimization and Applications - 14th International Conference, 2023

Accelerated Zeroth-order Method for Non-Smooth Stochastic Convex Optimization Problem with Infinite Variance.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

2021
Application of Mini-Batch Metaheuristic Algorithms in Problems of Optimization of Deterministic Systems with Incomplete Information about the State Vector.
Algorithms, 2021

2020
Mini-Batch Adaptive Random Search Method for the Parametric Identification of Dynamic Systems.
Autom. Remote. Control., 2020


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