Go to JKU Homepage
Institute of Computational Perception
What's that?

Institutes, schools, other departments, and programs create their own web content and menus.

To help you better navigate the site, see here where you are at the moment.

Detail

LIT Breakfast Briefing

Markus Schedl will give a presentation about Bias and Fairness in Recommender Systems.

LIT Breakfast Briefing

Markus Schedl und Florian Poltschak

 

 

Our LIT Breakfast Briefings feature outstanding and impressive JKU researchers who talk to the scientific community about findings from their current research.

We present two topics and discussions in 30-minute sessions.

February 15, 2022, 8.30-9.00 a.m., online via zoom., opens an external URL in a new window
 

Program:

Bias and Fairness in Recommender Systems

Abstract: Recommender systems (RSs) are omnipresent. Their underlying machine learning algorithms influence which products we buy, which movies we watch, and which jobs we apply for. Unfortunately, these algorithms are prone to various biases, which can occur or intensify at different stages of the recommendation process. For instance, training data could be not representative of the population at large (data bias). Also, the adopted RS algorithm may amplify such imbalanced datasets (algorithmic bias).
These biases can cause unfair behavior of RSs, in which case they are not only harmful, but often also legally problematic. For instance, users with similar skills but different genders may receive job recommendations within different pay grades.
In this talk, I will introduce approaches to identify and mitigate data and algorithmic biases, in order to create recommendation technology that is fair, i.e., does not systematically discriminate against certain individuals or groups in favor of others.

 

How smart actuators can help solve societal challenges

The goals of industrial contract research are directly related to current social challenges. After all, it is often a matter of researching the foundations for new products that are to prove profitable on the market. The resulting research goals are essentially driven by innovation and profitability. In addition, especially in the industrial sector, political measures, for example in connection with the energy transition and sustainability, are also gaining in importance.Using selected examples, I will show how far this influences the objectives of current mechatronic research in the field of smart actuators and what contribution they can make.

The LIT Breakfast Briefing will be held in English.

Zoom: https://jku.zoom.us/j/92664331002?pwd=S1hLQTJ5cmZhMy8vMFJTejlwbFFjUT09, opens an external URL in a new window

Meeting-ID: 926 6433 1002
Passwort: 924609

 

We look forward to seeing you there!

Click here to sign up in advance to attend!, opens an external URL in a new window