Human-Centered Artificial Intelligence Advanced Lectures /
The 18th European Advanced Course on AI (ACAI) took place in Berlin on 11-15 October 2021, organized by the European project Humane-AI Net in collaboration with the European AI Association (EURAI). The school included tutorials on different topics, which were selected through an open call to top Eur...
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| Autor corporatiu: | |
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| Altres autors: | , , , |
| Format: | Electrònic eBook |
| Idioma: | anglès |
| Publicat: |
Cham :
Springer International Publishing : Imprint: Springer,
2023.
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| Edició: | 1st ed. 2023. |
| Col·lecció: | Lecture Notes in Artificial Intelligence,
13500 |
| Matèries: | |
| Accés en línia: | https://doi.org/10.1007/978-3-031-24349-3 |
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Taula de continguts:
- The Advanced Course on Human-Centered AI: Learning Objectives
- Conceptual Foundations of Human-Centric AI
- Machine Learning With Neural Networks
- Generative Networks and the AutoEncoder
- Convolutional Neural Networks
- Transformers in Natural Language Processing
- Vision and Multi-Modal Transformers
- Transformers in Automatic Speech Recognition
- Interactive Robot Learning: An Overview
- Explainable Machine Learning for Trustworthy AI
- Why and How Should We Explain AI
- Artificial Visual Intelligence: Perceptual Commonsense for Human-Centred Cognitive Technologies
- An Introduction to Ethics and AI
- Law for Computer Scientist
- Mythical Ethical Principles for AI and How to Attain Them
- Operationalising AI Ethics: Conducting Socio-Technical Assessment
- Writing Science Fiction as an inspiration for AI research and Ethics Dissemination
- Argumentation in AI
- Computational Argumentation Cognitive AI
- Agent-based Social Simulation for Policy Making
- Towards a Social Artificial Intelligence.