Home Events Seminar 6 December 2023 16:00 (AEDT)

Date

Dec 06 2023

Time

AEST AUSTRALIA
4:00 pm - 5:00 pm

Cost

$0

Seminar 6 December 2023 16:00 (AEDT)

Title: Synthetic data for a better understanding of Machine Learning models and algorithms

Speaker: Carlos Soares

Summary:
Synthetic data generation has gained relevance recently, particularly to provide more data for learning models (e.g. with GANs). However, (semi-)synthetic data is also important for an even more important task, which is to improve our understanding of the behavior of ML models and algorithms. In this talk, I will discuss some of the work under development in this direction at the Center for Responsible AI in Porto.

Biography:
Carlos Soares is an Associate Professor at the Faculty of Engineering of U. Porto, where he served in several management roles, including Subdirector of the Department of Informatics Engineering and Director of the Ph.D. Programme in Informatics Engineering. Carlos is also an External Advisor for Intelligent Systems at Fraunhofer Portugal AICOS, a researcher at LIACC and a collaborator at LIAAD-INESC TEC. He is a lecturer at the Porto Business School. The focus of his research is on metalearning/autoML but he has a general interest in Data Science. He has participated in 20+ national and international R&ID as well as consulting projects. Carlos regularly collaborates with companies, including recent projects with Feedzai, Accenture and InovRetail. He has published/edited several books and 150+ papers in journals and conferences, (90+/125+ indexed by ISI/Scopus) and supervised 10+/50+ Ph.D./M.Sc. thesis. Recent participation in the organization of events, includes ECML PKDD 2015, IDA 2016 and Discovery Science 2021 as programme co-chair. In 2009, he was awarded the Scientific Merit and Excellence Award of the Portuguese AI Association.

Hybrid Event: Zoom: (Link below)
MEETING ID: 873 1557 5255; PASSWORD: 778635

In Person – Melbourne Connect Level 8 (Meeting room !290-8-8109)

WED 6 DECEMBER 2023 15:30-17:00 (AEDT, Melbourne Time)
15.30 for afternoon tea, seminar will start at 14:00

 

More Info

ZOOM LINK

The event is finished.

Date

Dec 06 2023

Location

OPTIMA, Melbourne Connect (Level 8 - Meeting Room 290-8-8109-Meeting Room)
OPTIMA

Advancing an industry-ready optimisation toolkit, while training a new generation of industry practitioners and over 120 young researchers, who will vanguard a highly skilled workforce of change agents for industrial transformation.

Monash University
Clayton, Victoria, 3080
Australia

University of Melbourne
Parkville, Victoria, 3010
Australia

© 2021 ARC Industrial Transformation Training Centre in Optimisation Technologies, Integrated Methodologies and Applications (OPTIMA)

Privacy Preference Center

days
hours
mins
secs
Deadlines extended! OPTIMA-CON Abstracts and the Interstate Postgraduate Travel Grant. Deadline is now the 18th March at midday.
Deadlines extended! OPTIMA-CON Abstracts and the Interstate Postgraduate Travel Grant. Deadline is now the 18th March at midday.