Ruta Binkyte

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Ruta Binkyte

Post Doc Researcher

Curriculum vitae

AI Fairness, Causality, Privacy

CISPA Helmholtz Center for Information Security

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Google Scholar
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Ruta Binkyte

Post Doc Researcher

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Ruta Binkyte

Post Doc Researcher

Curriculum vitae

AI Fairness, Causality, Privacy

CISPA Helmholtz Center for Information Security

LinkedIn
Google Scholar
GitHub

Hi!


I'm a postdoctoral researcher in Machine Learning Ethics at the Helmholtz Centre for Information Security (CISPA). My background is a mix of social sciences and computer science, which helps me to tackle the socio-technical issues of AI fairness, causality, and privacy. Right now, I’m especially focused on privacy and fairness in gene expression data, with a big interest in healthcare applications.

Outside of work, I am passionate about yoga, hiking, dog training, and health-hacking for longevity and vitality.

I'm always up for a chat over coffee, whether you're into the same things or have a different take!

My Latest Publications

Causality Is Key to Understand and Balance Multiple Goals in Trustworthy ML and Foundation Models

Ruta; Binkyte, Ivaxi; Sheth, Zhijing; Jin, Mohammad; Havaei, Bernhard; Schölkopf, Mario Fritz

2025

Safety is Essential for Responsible Open-Ended Systems

Ivaxi; Sheth, Jan; Wehner, Sahar; Abdelnabi, Ruta; Binkyte, Mario Fritz

2025

Alvolution-Al and digital technologies in the European Union

Eva Poptcheva, Oana Balalau, Oana Goga, Herve Debar, Marceau Coupechoux, Miguel Colom, Ruta Binkyte, Juan Herrera, Bram Vanderborght

2024

BaBE: Enhancing Fairness via Estimation of Explaining Variables

Ruta Binkyte, Daniele Gorla, C. Palamidessi

Conference on Fairness, Accountability and Transparency, 2024

Highlights

Oct 9, 2024

Advisory Board Member Savannah Digital Research Institute

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Sep 9, 2024

Chair for Diversity and Inclusion ECML'24 Conference, Vilnius

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Oct 9, 2021

Women Tech Makers (WTM) Google Scholar Award

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