ConfoundingSHAP: Quantifying Confounding Strength in Causal Inference
M. Brockschmidt, S. M. A. R. Thies, M. Schröder, D. Frauen, V. Melnychuk, M. Muschalik, E. Hüllermeier, S. Feuerriegel. ArXiv preprint, 2026
Pre-prints
2026
Orthogonal Learner for Estimating Heterogeneous Long-Term Treatment Effects
H. Ma, D. Frauen, V. Melnychuk, S. Feuerriegel. ArXiv preprint, 2026
2020
Matching the Clinical Reality: Accurate OCT-Based Diagnosis From Few Labels
V. Melnychuk, E. Faerman, I. Manakov, T. Seidl. ArXiv preprint, 2020
Unsupervised Anomaly Detection for X-Ray Images
D. Davletshina, V. Melnychuk, V. Tran, H. Singla, M. Berrendorf, E. Faerman, M. Fromm, M. Schubert. ArXiv preprint, 2020