FiLM-Ensemble: Probabilistic Deep Learning via Feature-wise Linear Modulation. - Mehmet Ozgur Turkoglu; Alexander Becker; Hüseyin Anil Gündüz; Mina Rezaei; Bernd Bischl; Rodrigo Caye Daudt; Stefano D'Aronco; Jan D. Wegner; Konrad Schindler (NeurIPS, 2022)

Neural Architecture Search for Genomic Sequence Data. - Amadeu Scheppach; Hüseyin Anil Gündüz; Emilio Dorigatti; Philipp C. Münch; Alice C. McHardy; Bernd Bischl; Mina Rezaei; Martin Binder (CIBCB, 2023)

Uncertainty Quantification for Deep Learning Models Predicting the Regulatory Activity of DNA Sequences. - Hüseyin Anil Gündüz; Sheetal Giri; Martin Binder; Bernd Bischl; Mina Rezaei (ICMLA, 2023)

Diversified Ensemble of Independent Sub-Networks for Robust Self-Supervised Representation Learning. - Amirhossein Vahidi; Lisa Wimmer; Hüseyin Anil Gündüz; Bernd Bischl; Eyke Hüllermeier; Mina Rezaei (CoRR, 2023)

Diversified Ensemble of Independent Sub-networks for Robust Self-supervised Representation Learning. - Amihossein Vahidi; Lisa Wimmer; Hüseyin Anil Gündüz; Bernd Bischl; Eyke Hüllermeier; Mina Rezaei (ECML/PKDD (1), 2024)