Alina Dubatovka

According to our database, Alina Dubatovka authored at least 11 papers between 2016 and 2024.

Collaborative distances:

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

2024

Interpretable and robust Machine Learning models for time-series analysis in cardiology.

Alina Dubatovka

PhD thesis, 2024

2023

Gated Domain Units for Multi-source Domain Generalization.

Simon Föll, Alina Dubatovka, Eugen Ernst, Siu Lun Chau, Martin Maritsch, Patrik Okanovic, Gudrun Thäter, Joachim M. Buhmann, Felix Wortmann, Krikamol Muandet

Trans. Mach. Learn. Res., 2023

Weakly supervised inference of personalized heart meshes based on echocardiography videos.

Fabian Laumer, Mounir Amrani, Laura Manduchi, Ami Beuret, Lena Rubi, Alina Dubatovka, Christian M. Matter, Joachim M. Buhmann

Medical Image Anal., 2023

2022

Gated Domain Units for Multi-source Domain Generalization.

Simon Föll, Alina Dubatovka, Eugen Ernst, Martin Maritsch, Patrik Okanovic, Gudrun Thäter, Joachim M. Buhmann, Felix Wortmann, Krikamol Muandet

CoRR, 2022

2020

DeepHeartBeat: Latent trajectory learning of cardiac cycles using cardiac ultrasounds.

Fabian Laumer, Gabriel Fringeli, Alina Dubatovka, Laura Manduchi, Joachim M. Buhmann

Proceedings of the Machine Learning for Health Workshop, 2020

2019

Ranking architectures using meta-learning.

Alina Dubatovka, Efi Kokiopoulou, Luciano Sbaiz, Andrea Gesmundo, Gábor Bartók, Jesse Berent

CoRR, 2019

Initialization of ReLUs for Dynamical Isometry.

Rebekka Burkholz, Alina Dubatovka

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

2018

Exact information propagation through fully-connected feed forward neural networks.

Rebekka Burkholz, Alina Dubatovka

CoRR, 2018

2017

What Do You Mean Exactly?: Analyzing Clarification Questions in CQA.

Pavel Braslavski, Denis Savenkov, Eugene Agichtein, Alina Dubatovka

Proceedings of the 2017 Conference on Conference Human Information Interaction and Retrieval, 2017

2016

Adaptive Techniques for Extracting Mental Activity Phases from Heart Beat Rate Streams.

Alina Dubatovka, Elena Mikhailova, Mikhail Zotov, Boris Novikov

Proceedings of the Databases and Information Systems IX, 2016

Algorithms for Extracting Mental Activity Phases from Heart Beat Rate Streams.

Alina Dubatovka, Elena Mikhailova, Mikhail Zotov, Boris Novikov

Proceedings of the Databases and Information Systems, 2016