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Maciej Korzepa
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Approximate inference turns deep networks into gaussian processes
MEE Khan, A Immer, E Abedi, M Korzepa
Advances in neural information processing systems 32, 2019
572019
Improving predictions of Bayesian neural nets via local linearization
A Immer, M Korzepa, M Bauer
International Conference on Artificial Intelligence and Statistics, 703-711, 2021
302021
Personalizing the fitting of hearing aids by learning contextual preferences from internet of things data
B Johansen, MK Petersen, MJ Korzepa, J Larsen, NH Pontoppidan, ...
Computers 7 (1), 1, 2017
172017
Hearables in hearing care: Discovering usage patterns through IoT devices
B Johansen, YPR Flet-Berliac, MJ Korzepa, P Sandholm, ...
International Conference on Universal Access in Human-Computer Interaction …, 2017
152017
Learning preferences and soundscapes for augmented hearing
MJ Korzepa, B Johansen, MK Petersen, J Larsen, JE Larsen, ...
Companion Proceedings of the 23rd International on Intelligent User …, 2018
102018
Modeling user intents as context in smartphone-connected hearing aids
MJ Korzepa, B Johansen, MK Petersen, J Larsen, JE Larsen, ...
Adjunct Publication of the 26th Conference on User Modeling, Adaptation and …, 2018
82018
Improving predictions of bayesian neural networks via local linearization
A Immer, M Korzepa, M Bauer
arXiv preprint arXiv:2008.08400, 2020
72020
Modelling audiological preferences using federated learning
TI Szatmari, MK Petersen, MJ Korzepa, T Giannetsos
Adjunct Publication of the 28th ACM Conference on User Modeling, Adaptation …, 2020
52020
Inferring User Intents from Motion in Hearing Healthcare
B Johansen, MJ Korzepa, MK Petersen, NH Pontoppidan, JE Larsen
Proceedings of the 2018 ACM International Joint Conference and 2018 …, 2018
42018
Simulation environment for guiding the design of contextual personalization systems in the context of hearing aids
M Korzepa, MK Petersen, JE Larsen, M Mørup
Adjunct Publication of the 28th ACM Conference on User Modeling, Adaptation …, 2020
32020
Mapping auditory percepts into visual interfaces for hearing impaired users
B Johansen, MJ Korzepa, MK Petersen, NH Pontoppidan, JE Larsen
2018 Conference on Human Factors in Computing Systems, 2018
22018
The Bayesian Cut
P Taborsky, L Vermue, M Korzepa, M Mørup
IEEE Transactions on Pattern Analysis and Machine Intelligence 43 (11), 4111 …, 2020
12020
Modeling Contextual Preferences of Hearing Aid Users
MJ Korzepa, JE Larsen, M Mørup, MN Schmidt, S Serafin, M van der Wilk, ...
Technical University of Denmark, 2020
2020
Approximate Inference Turns Deep Networks into Gaussian Processes
KM Emtiyaz, AN Immer, E Abedi, MJ Korzepa
2019
Appendix B Modeling user intents as context in smartphone-connected hearing aids
MJ Korzepa, B Johansen, MK Petersen, J Larsen
Modeling Contextual Preferences of Hearing Aid Users, 67, 2018
2018
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