Ruta Binkyte Researcher in AI Ethics

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 in AI fairness, explainability, and privacy. I am particularly interested in trade-offs in trustworthy AI and how they can be resolved or balanced with by using causal approaches.

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

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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, Catuscia Palamidessi

Proceedings of the 2024 ACM Conference on Fairness, Accountability, and Transparency, Conference on Fairness, Accountability and Transparency, 2024, pp. 1917--1925

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Highlights

Oct 9, 2024

Advisory Board Member Savannah Digital Research Institute

Hi!

My Latest Publications

Highlights