Ruta Binkyte

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Ruta Binkyte

Post Doc Researcher

Curriculum vitae

AI Fairness, Causality, LLM, AI & Society

CISPA Helmholtz Center for Information Security

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GitHub

Ruta Binkyte

Post Doc Researcher

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Ruta Binkyte

Post Doc Researcher

Curriculum vitae

AI Fairness, Causality, LLM, AI & Society

CISPA Helmholtz Center for Information Security

LinkedIn
Google Scholar
GitHub

Hi!


I'm a postdoctoral researcher in AI Ethics and Safety at the Helmholtz Centre for Information Security (CISPA). My background includes Social Anthropology and Computer Science, which helps me to tackle complex socio-technical trade-offs in AI. I have previously worked on fairness, explainability, privacy, and causality in machine learning. I am currently exploring ethical and social dimensions in LLM and LLM Multi-Agent Systems.

Check out my latest publications below ↓

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

Interactional Fairness in LLM Multi-Agent Systems: An Evaluation Framework

Ruta Binkyte

AAAI/ACM AIES, 2025, Oral Presentation, 2025

Justice in Judgment: Unveiling (Hidden) Bias in LLM-assisted Peer Reviews

Sai Suresh Marchala Vasu, Ivaxi Sheth, Hui-Po Wang, Ruta Binkyte, Mario Fritz

arXiv preprint arXiv:2509.13400, 2025

Safety is Essential for Responsible Open-Ended Systems

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

2025

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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