Naredni sastanak Seminara biće održan onlajn u sredu, 2. oktobra 2024, sa početkom u 19 časova.

Predavač: Miloš Nikolić, School of Informatics, University of Edinburgh

Naslov predavanja: EFFICIENT MACHINE LEARNING OVER RELATIONAL DATA

Apstrakt:
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.

Napomena: Registraciona forma za učešće na Seminaru je dostupna na linku:
https://miteam.mi.sanu.ac.rs/asset/CW5nJWDSEZDj7p32p

Ukoliko želite samo da pratite predavanje bez mogućnosti aktivnog učešća, prenos je dostupan na linku:
https://miteam.mi.sanu.ac.rs/asset/4LNW8WtML7rLKojoz