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SERVICES

KNOW,Fairness and bias detection

TYPE
-
REGION
Austria
LANGUAGE
English, German

SERVICE DESCRIPTION

Our aim is to study bias and fairness aspects in AI-based systems (e.g., search engines, recommender systems, computational social systems).
One specific example, would be the investigation of popularity bias, i.e., the overrepresentation of interactions with popular items in AI training data, which could lead to the unfair treatment of unpopular items and/or users with little interest in unpopular items.
We offer consultancy and data science methods to detect and mitigate biases and fairness issues in your data and/or algorithms. This includes activities such as:
.) Exploring data and detecting potential harmful consequences due to hidden biases and/or fairness issues
.) Developing evaluation methods/procedures/metrics to measure biases / fairness issues in your data/algorithms
.)Consultancy regarding other AI blindspots in your data, e.g., privacy and transparency issues
.) Developing novel algorithms to mitigate biases and fairness issues in your system

SPECIAL ACCESS CONDITIONS

No

SERVICE OFFERED BY

MEMBER
Know-Center
TYPE
DIH
COUNTRY
Austria

MORE INFORMATION ABOUT THIS SERVICE

Data Controller: INSTITUTO TECNOLÓGICO DE INFORMÁTICA (G96278734)
Purposes and legal basis: We will use your personal data to contact you back and answer your inquiries and provide you with information regarding our activity and in connection with our developments, research and services.
Data recipients: Your personal data will only be shared with the DIH your inquiry or information request may concern.
Rights: Regarding your personal data you have the right to access, rectify, erase, data portability, restrict processing , object, consent withdrawal and to file a complaint before the Supervisory Authority. More info
Exercise of rights: You can exercise the aforementioned rights by sending an e-mail to the e-mail address: dpo@iti.es or by sending a letter to the address Camino de Vera s/n, CPI Edif. 8, Acceso B, 46022 Valencia (Spain).