Наредни састанак Семинара биће одржан онлајн у среду, 2. октобра 2024, са почетком у 19 часова.
Предавач: Милош Николић, School of Informatics, University of Edinburgh
Наслов предавања: EFFICIENT MACHINE LEARNING OVER RELATIONAL DATA
Апстракт: Relational data, a cornerstone of many data science applications, presents unique challenges for machine learning. Traditional approaches often involve extracting large, flat datasets from database systems and feeding them to specialised machine learning tools. This process discards valuable information about the structure of the training data, leading to an expensive learning phase, especially for large datasets. This talk explores recent advancements in training and maintaining machine learning models directly on relational data. By exploiting the underlying relational structure, we can improve the runtime performance of the learning task by several orders of magnitude.
Напомена: Регистрациона форма за учешће на Семинару је доступна на линку:
https://miteam.mi.sanu.ac.rs/asset/CW5nJWDSEZDj7p32p
Уколико желите само да пратите предавање без могућности активног учешћа, пренос је доступан на линку:
https://miteam.mi.sanu.ac.rs/asset/4LNW8WtML7rLKojoz