Issue Date | Title | Involved Person(s) |
2021 | Implementing database and machine learning algorithms on publicly available quantum computers | Fankhauser, Tobias; Soler, Marc; Füchslin, Rudolf M.; Stockinger, Kurt |
2021 | Machine learning for optimal ITAE controller parameters for thermal PTn actuators | Büchi, Roland |
2021 | Can we ignore the compositional nature of compositional data by using deep learning aproaches? | Templ, Matthias |
2021 | Probabilistic short-term low-voltage load forecasting using bernstein-polynomial normalizing flows | Arpogaus, Marcel; Voss, Marcus; Sick, Beate; Nigge-Uricher, Mark; Dürr, Oliver |
2021 | Deep transformation models : tackling complex regression problems with neural network based transformation models | Sick, Beate; Hathorn, Torsten; Durr, Oliver |
2021 | Impact of mislabelling on deep learning methods and strategies for improvement | Dettling, Marcel; Frey, Martin; Walser, Manuel; Haas, Patrick |
Nov-2020 | Artificial neural networks in pattern recognition | Schilling, Frank-Peter; Stadelmann, Thilo |
Oct-2020 | Integrating uncertainty in deep neural networks for MRI based stroke analysis | Herzog, Lisa; Murina, Elvis; Dürr, Oliver; Wegener, Susanne; Sick, Beate |
Oct-2020 | Observer dependent lossy image compression | Weber, Maurice; Renggli, Cedric; Grabner, Helmut; Zhang, Ce |
9-Sep-2020 | Quantum databases and quantum machine learning : how far can we go on a publicly available quantum computer? | Weber, Raphael; Mehmet, Yesil; Füchslin, Rudolf Marcel; Stockinger, Kurt |
Sep-2020 | Artificial neural networks in pattern recognition : proceedings of the 9th IAPR TC3 workshop, ANNPR 2020, Winterthur, Switzerland, September 2–4, 2020 | Schilling, Frank-Peter; Stadelmann, Thilo |
10-Aug-2020 | Context-aware learning for generative models | Perdikis, Serafeim; Leeb, Robert; Chavarriaga, Ricardo; Millán, José del R. |
8-Jun-2020 | An AI-based fault detection model using alarms and warnings from the SCADA system | Pizza, Gianmarco; Notaristefano, Antonio; Fabbri, Gregory Sean; Goren Huber, Lilach |
23-May-2020 | Künstliche Intelligenz | Füchslin, Rudolf Marcel |
Mar-2020 | General principles of machine learning for brain-computer interfacing | Iturrate, Iñaki; Chavarriaga, Ricardo; Millán, José del R. |