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2020 – today
- 2024
[b1]Alina Dubatovka:
Interpretable and robust Machine Learning models for time-series analysis in cardiology. ETH Zurich, Zürich, Switzerland, 2024- 2023
- [j2]Fabian Laumer
, Mounir Amrani, Laura Manduchi, Ami Beuret, Lena Rubi, Alina Dubatovka, Christian M. Matter, Joachim M. Buhmann:
Weakly supervised inference of personalized heart meshes based on echocardiography videos. Medical Image Anal. 83: 102653 (2023) - [j1]Simon Föll, Alina Dubatovka, Eugen Ernst, Siu Lun Chau, Martin Maritsch, Patrik Okanovic, Gudrun Thäter, Joachim M. Buhmann, Felix Wortmann, Krikamol Muandet:
Gated Domain Units for Multi-source Domain Generalization. Trans. Mach. Learn. Res. 2023 (2023) - 2022
- [i3]Simon Föll, Alina Dubatovka, Eugen Ernst, Martin Maritsch, Patrik Okanovic, Gudrun Thäter, Joachim M. Buhmann, Felix Wortmann, Krikamol Muandet:
Gated Domain Units for Multi-source Domain Generalization. CoRR abs/2206.12444 (2022) - 2020
- [c5]Fabian Laumer, Gabriel Fringeli, Alina Dubatovka, Laura Manduchi, Joachim M. Buhmann:
DeepHeartBeat: Latent trajectory learning of cardiac cycles using cardiac ultrasounds. ML4H@NeurIPS 2020: 194-212
2010 – 2019
- 2019
- [c4]Rebekka Burkholz, Alina Dubatovka:
Initialization of ReLUs for Dynamical Isometry. NeurIPS 2019: 2382-2392 - [i2]Alina Dubatovka, Efi Kokiopoulou, Luciano Sbaiz, Andrea Gesmundo, Gábor Bartók, Jesse Berent:
Ranking architectures using meta-learning. CoRR abs/1911.11481 (2019) - 2018
- [i1]Rebekka Burkholz, Alina Dubatovka:
Exact information propagation through fully-connected feed forward neural networks. CoRR abs/1806.06362 (2018) - 2017
- [c3]Pavel Braslavski, Denis Savenkov, Eugene Agichtein, Alina Dubatovka:
What Do You Mean Exactly?: Analyzing Clarification Questions in CQA. CHIIR 2017: 345-348 - 2016
- [c2]Alina Dubatovka, Elena Mikhailova, Mikhail Zotov, Boris Novikov:
Algorithms for Extracting Mental Activity Phases from Heart Beat Rate Streams. DB&IS 2016: 113-125 - [c1]Alina Dubatovka, Elena Mikhailova, Mikhail Zotov, Boris Novikov:
Adaptive Techniques for Extracting Mental Activity Phases from Heart Beat Rate Streams. DB&IS (Selected Papers) 2016: 197-210
Coauthor Index
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