Math Colloquia

Date | Nov 02, 2023 |
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Speaker | 최우철 |

Dept. | 성균관대학교 |

Room | 129-101 |

Time | 16:00-17:00 |

Distributed optimization is a concept that multi-agent systems find a minimal point of a global cost functions which is a sum of local cost functions known to the agents. It appears in diverse fields of applications such as federated learning for machine learning problems and the multi-robotics systems. In this talk, I will introduce motivations for distributed optimization and related algorithms with their theoretical issues for developing efficient and robust algorithms.

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