Epistemic Uncertainty in Artificial Intelligence
First International Workshop, Epi UAI 2023, Pittsburgh, PA, USA, August 4, 2023, Revised Selected Papers
This LNCS 14523 conference volume constitutes the proceedings of the First International Workshop, Epi UAI 2023, in Pittsburgh, PA, USA, August 2023. The 8 full papers together included in this volume were carefully reviewed and selected from 16 submissions. Epistemic AI focuses, in particular, on some of the most important areas of machine learning: unsupervised learning, supervised learning, and reinforcement learning.
| ISBN: | 9783031579622 |
|---|---|
| Sprache: | Englisch |
| Seitenzahl: | 113 |
| Produktart: | Kartoniert / Broschiert |
| Herausgeber: | Cuzzolin, Fabio Sultana, Maryam |
| Verlag: | Springer International Publishing |
| Veröffentlicht: | 24.04.2024 |
| Untertitel: | First International Workshop, Epi UAI 2023, Pittsburgh, PA, USA, August 4, 2023, Revised Selected Papers |
| Schlagworte: | Bayesian Deep Learning Epistemic Uncertainty Generative AI Monte Carlo Dropout Probabilistic Machine Learning Reinforcement Learning Uncertainty Quantification Variational Autoencoder |
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