ESE group will present the recent research results in FCAI day on November 16, 2022. See the following contributions that will be there:
Talks:
- Lalli Myllyaho, Jukka K. Nurminen and Tommi Mikkonen: Node co-activations as a means of error detection—Towards fault-tolerant neural networks
- Kai-Kristian Kemell and Ville Vakkuri: ECCOLA – A method for implementing ethically aligned AI systems
Posters:
- Ilmo Salmenperä and Jukka K. Nurminen: Hyperparameter Optimization of Quantum Annealing Boosted Restricted Boltzmann Machines
- Juha Mylläri: Augmenting the Student-Teacher Feature Pyramid Matching Method for Better Unsupervised Anomaly Localization
- Juhani Kivimäki: Uncertainty Estimation with Calibrated Confidence Scores
- Jussi Steenari, Lucy Ellen Lwakatare, Jukka K. Nurminen, Jaakko Talonen and Teemu Manderbacka: Mining port operation information from AIS data
- Yumo Luo, Mikko Raatikainen, Lalli Myllyaho and Jukka K. Nurminen: From Misbehaviour and Fault Tolerance in ML system towards dependable and self-improving MLOps (edited)