Hüseyin Anil Gündüz

According to our database, Hüseyin Anil Gündüz authored at least 5 papers between 2022 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

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

Proceedings of the Machine Learning and Knowledge Discovery in Databases. Research Track, 2024

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

Uncertainty Quantification for Deep Learning Models Predicting the Regulatory Activity of DNA Sequences.

Hüseyin Anil Gündüz, Sheetal Giri, Martin Binder, Bernd Bischl, Mina Rezaei

Proceedings of the International Conference on Machine Learning and Applications, 2023

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

Proceedings of the IEEE Conference on Computational Intelligence in Bioinformatics and Computational Biology, 2023

2022

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

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022