VEĽKÝ VÝBER
Ponúkame milióny kníh v angličtine. Od beletrie až po tie najodbornejšie odborné.
ISBN | 9783031264085 |
---|---|
Autor | Amini Massih-Reza |
Vydavatel | Springer Nature |
Jazyk | english |
Väzba | Paperback |
Rok vydania | 2023 |
Počet strán | 683 |
The 236 full papers presented in these proceedings were carefully reviewed and selected from a total of 1060 submissions. In addition, the proceedings include 17 Demo Track contributions.
The volumes are organized in topical sections as follows:
Part I: Clustering and dimensionality reduction
anomaly detection
interpretability and explainability
ranking and recommender systems
transfer and multitask learning
Part II: Networks and graphs
knowledge graphs
social network analysis
graph neural networks
natural language processing and text mining
conversational systems
Part III: Deep learning
robust and adversarial machine learning
generative models
computer vision
meta-learning, neural architecture search
Part IV: Reinforcement learning
multi-agent reinforcement learning
bandits and online learning
active and semi-supervised learning
private and federated learning
.
Part V: Supervised learning
probabilistic inference
optimal transport
optimization
quantum, hardware
sustainability
Part VI: Time series
financial machine learning
applications
applications: transportation
demo track.