Do not explain without context: addressing the blind spot of model explanations. - Katarzyna Woznica; Katarzyna Pekala; Hubert Baniecki; Wojciech Kretowicz; Elzbieta Sienkiewicz; Przemyslaw Biecek (CoRR, 2021)

Hybrid Ensemble-Based Travel Mode Prediction. - Pawel Golik; Maciej Grzenda; Elzbieta Sienkiewicz (IDA (1), 2024)

Deep spatial context: when attention-based models meet spatial regression. - Paulina Tomaszewska; Elzbieta Sienkiewicz; Mai P. Hoang; Przemyslaw Biecek (CoRR, 2024)

Deep Spatial Context: When Attention-Based Models Meet Spatial Regression (Digital Pathology). - Paulina Tomaszewska; Elzbieta Sienkiewicz; Mai P. Hoang; Przemyslaw Biecek (AIME (1), 2025)