Ruta Binkyte - RankMe

17 papers Journal 13Unranked 3

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Causality Is Key to Understand and Balance Multiple Goals in Trustworthy ML and Foundation Models. CoRR Ruta Binkyte, Ivaxi Sheth, Zhijing Jin, Mohammad Havaei, Bernhard Schölkopf, Mario Fritz
2025	J	`jnl`	Interactional Fairness in LLM Multi-Agent Systems: An Evaluation Framework. CoRR Ruta Binkyte
2025	J	`jnl`	Justice in Judgment: Unveiling (Hidden) Bias in LLM-assisted Peer Reviews. CoRR Sai Suresh Macharla Vasu, Ivaxi Sheth, Hui-Po Wang, Ruta Binkyte, Mario Fritz
2025	J	`jnl`	On the Origins of Sampling Bias: Implications on Fairness Measurement and Mitigation. CoRR Sami Zhioua, Ruta Binkyte, Ayoub Ouni, Farah Barika Ktata
2025	J	`jnl`	Safety is Essential for Responsible Open-Ended Systems. CoRR Ivaxi Sheth, Jan Wehner, Sahar Abdelnabi, Ruta Binkyte, Mario Fritz
2024	—	`conf`	BaBE: Enhancing Fairness via Estimation of Explaining Variables. FAccT Ruta Binkyte, Daniele Gorla, Catuscia Palamidessi
2024	—	`conf`	Causal Discovery Under Local Privacy. CLeaR Ruta Binkyte, Carlos Pinzón, Szilvia Lestyan, Kangsoo Jung, Héber Hwang Arcolezi, Catuscia Palamidessi
2024	J	`jnl`	LLM4GRN: Discovering Causal Gene Regulatory Networks with LLMs - Evaluation through Synthetic Data Generation. CoRR Tejumade Afonja, Ivaxi Sheth, Ruta Binkyte, Waqar Hanif, Thomas Ulas, Matthias Becker, Mario Fritz
2023	—	`—`	Advancing Ethical AI: Methods for fairness enhancement leveraging on causality and under privacy constraints. (Advancing Ethical AI: Methods for fairness enhancement leveraging on causality and under privacy constraints). Ruta Binkyte
2023	J	`jnl`	BaBE: Enhancing Fairness via Estimation of Latent Explaining Variables. CoRR Ruta Binkyte, Daniele Gorla, Catuscia Palamidessi
2023	J	`jnl`	Causal Discovery Under Local Privacy. CoRR Ruta Binkyte, Carlos Pinzón, Szilvia Lestyán, Kangsoo Jung, Héber Hwang Arcolezi, Catuscia Palamidessi
2023	J	`jnl`	Dissecting Causal Biases. CoRR Ruta Binkyte, Sami Zhioua, Yassine Turki
2023	J	`jnl`	Distant Reading and Viewing: "Big Questions" in Digital Art History and Digital Literary Studies. Digit. Humanit. Q. Ruta Binkyte
2023	J	`jnl`	Gender and sex bias in COVID-19 epidemiological data through the lens of causality. Inf. Process. Manag. Natalia Díaz Rodríguez, Ruta Binkyte, Wafae Bakkali, Sannidhi Bookseller, Paola Tubaro, Andrius Bacevicius, Sami Zhioua, Raja Chatila
2023	J	`jnl`	Shedding light on underrepresentation and Sampling Bias in machine learning. CoRR Sami Zhioua, Ruta Binkyte
2022	—	`conf`	Causal Discovery for Fairness. AFCP Ruta Binkyte, Karima Makhlouf, Carlos Pinzón, Sami Zhioua, Catuscia Palamidessi
2022	J	`jnl`	On the Need and Applicability of Causality for Fair Machine Learning. CoRR Ruta Binkyte, Sami Zhioua