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06/16/2023
Gradient is All You Need?
In this paper we provide a novel analytical perspective on the theoretic...
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12/23/2022
Consensus-Based Optimization for Saddle Point Problems
In this paper, we propose consensus-based optimization for saddle point ...
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11/22/2022
Leveraging Memory Effects and Gradient Information in Consensus-Based Optimization: On Global Convergence in Mean-Field Law
In this paper we study consensus-based optimization (CBO), a versatile, ...
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01/29/2022
On the Global Convergence of Particle Swarm Optimization Methods
In this paper we provide a rigorous convergence analysis for the renowne...
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11/15/2021
Convergence of Anisotropic Consensus-Based Optimization in Mean-Field Law
In this paper we study anisotropic consensus-based optimization (CBO), a...
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03/28/2021