Ruta Binkyte

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 10

Top Topics

Imbalanced Class Distribution

Causal Discovery

Top Venues

Inf. Process. Manag.

Digit. Humanit. Q.

Publications

Ruta Binkyte, Carlos Antonio Pinzóon, Szilvia Lestyan, Kangsoo Jung, Héber Hwang Arcolezi, Catuscia Palamidessi
Causal Discovery Under Local Privacy. CLeaR (2024)
Ruta Binkyte, Daniele Gorla, Catuscia Palamidessi
BaBE: Enhancing Fairness via Estimation of Explaining Variables. FAccT (2024)
Sami Zhioua, Ruta Binkyte
Shedding light on underrepresentation and Sampling Bias in machine learning. CoRR (2023)
Ruta Binkyte
Distant Reading and Viewing: "Big Questions" in Digital Art History and Digital Literary Studies. Digit. Humanit. Q. 17 (2) (2023)
Natalia Díaz Rodríguez, Ruta Binkyte, Wafae Bakkali, Sannidhi Bookseller, Paola Tubaro, Andrius Bacevicius, Sami Zhioua, Raja Chatila
Gender and sex bias in COVID-19 epidemiological data through the lens of causality. Inf. Process. Manag. 60 (3) (2023)
Ruta Binkyte, Carlos Pinzón, Szilvia Lestyán, Kangsoo Jung, Héber Hwang Arcolezi, Catuscia Palamidessi
Causal Discovery Under Local Privacy. CoRR (2023)
Ruta Binkyte, Daniele Gorla, Catuscia Palamidessi
BaBE: Enhancing Fairness via Estimation of Latent Explaining Variables. CoRR (2023)
Ruta Binkyte, Sami Zhioua, Yassine Turki
Dissecting Causal Biases. CoRR (2023)
Ruta Binkyte, Karima Makhlouf, Carlos Pinzón, Sami Zhioua, Catuscia Palamidessi
Causal Discovery for Fairness. AFCP (2022)
Ruta Binkyte, Sami Zhioua
On the Need and Applicability of Causality for Fair Machine Learning. CoRR (2022)