Graphical Methods for Class Prediction Using Dimension Reduction Techniques on DNA Microarray Data. - Efstathia Bura; Ruth M. Pfeiffer (Bioinform., 2003)

Dimension estimation in sufficient dimension reduction: A unifying approach. - Efstathia Bura; Jiao Yang (J. Multivar. Anal., 2011)

Least Squares and Maximum Likelihood Estimation of Sufficient Reductions in Regressions with Matrix Valued Predictors. - Ruth M. Pfeiffer; Wei Wang; Efstathia Bura (DSAA, 2019)

Assessment of Treatment Influence in Mobile Network Coverage on Board High-Speed Trains. - Orlando Trindade; Taulant Berisha; Philipp Svoboda; Efstathia Bura; Christoph F. Mecklenbräuker (IEEE Access, 2020)

Least squares and maximum likelihood estimation of sufficient reductions in regressions with matrix-valued predictors. - Ruth M. Pfeiffer; Daniel Kapla; Efstathia Bura (Int. J. Data Sci. Anal., 2021)

Distribution Estimation for Probabilistic Loops. - Ahmad Karimi; Marcel Moosbrugger; Miroslav Stankovic; Laura Kovács; Ezio Bartocci; Efstathia Bura (QEST, 2022)

Moment-Based Invariants for Probabilistic Loops with Non-polynomial Assignments. - Andrey Kofnov; Marcel Moosbrugger; Miroslav Stankovic; Ezio Bartocci; Efstathia Bura (QEST, 2022)

Fusing sufficient dimension reduction with neural networks. - Daniel Kapla; Lukas Fertl; Efstathia Bura (Comput. Stat. Data Anal., 2022)

Sufficient reductions in regression with mixed predictors. - Efstathia Bura; Liliana Forzani; Rodrigo García Arancibia; Pamela Llop; Diego Tomassi (J. Mach. Learn. Res., 2022)

Density Elicitation with applications in Probabilistic Loops. - Andrey Kofnov; Ezio Bartocci; Efstathia Bura (CoRR, 2023)

Exact and Approximate Moment Derivation for Probabilistic Loops With Non-Polynomial Assignments. - Andrey Kofnov; Marcel Moosbrugger; Miroslav Stankovic; Ezio Bartocci; Efstathia Bura (ACM Trans. Model. Comput. Simul., 2024)

Exact Upper and Lower Bounds for the Output Distribution of Neural Networks with Random Inputs. - Andrey Kofnov; Daniel Kapla; Ezio Bartocci; Efstathia Bura (CoRR, 2025)