Machine Learning Seminar by Zachary Lipton – RATT: Leveraging Unlabeled Data to Guarantee Generalization

by Joerg Simon Wicker | Nov 5, 2021 | UoA Machine Learning Seminars

UoA Machine Learning Seminar by Dr. Zachary Lipton from Carnegie Mellon University – RATT: Leveraging Unlabeled Data to Guarantee Generalization November 24, 2021 10:00 am - 11:00 am Seminar , UoA Machine Learning Seminars Download iCal file for this event...

Machine Learning Seminar by Mengjie Zhang – Evolutionary Machine Learning: Research, Applications and Challenges

by Joerg Simon Wicker | Sep 20, 2021 | UoA Machine Learning Seminars

UoA Machine Learning Seminar by Prof. Mengjie Zhang – Evolutionary Machine Learning: Research, Applications and Challenges September 29, 2021 6:00 pm - 7:00 pm UoA Machine Learning Seminars Download iCal file for this event   Short Bio Mengjie Zhang is a...

Bias in Machine Learning

by Joerg Simon Wicker | Aug 20, 2021 | Research Area

While the awareness for discrimination biases based on genders or ethnicities has grown a lot in recent years, especially in the context of fairness in Machine Learning, many datasets come with certain biases of which the researcher is not aware and hence uses to...

Adversarial Learning

by Joerg Simon Wicker | Aug 20, 2021 | Research Area

Adversarial learning aims to identify weaknesses in machine learning models. The goal is to identify potential problems that cannot be found using traditional evaluation using test sets. It has been used successfully in a wide range of applications, typically focused...

Summer Project: Machine learning framework to analyse molecular dynamics simulations

by Joerg Simon Wicker | Jun 30, 2021 | Cheminformatics, Join us, Spatio-temporal Data Mining

Summary Molecular dynamics (MD) simulations encompass a range of computational techniques useful to sample the dynamical behaviour of molecules and relate it to their structure. Finding the link between molecular dynamics and molecular function is key to the...