Essays about: "grafen"
Showing result 16 - 20 of 83 essays containing the word grafen.
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16. Reliable graph predictions : Conformal prediction for Graph Neural Networks
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)Abstract : We have seen a rapid increase in the development of deep learning algorithms in recent decades. However, while these algorithms have unlocked new business areas and led to great development in many fields, they are usually limited to Euclidean data. READ MORE
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17. Graph Bandits : Multi-Armed Bandits with Locality Constraints
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)Abstract : Multi-armed bandits (MABs) have been studied extensively in the literature and have applications in a wealth of domains, including recommendation systems, dynamic pricing, and investment management. On the one hand, the current MAB literature largely seems to focus on the setting where each arm is available to play at each time step, and ignores how agents move between the arms. READ MORE
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18. Synthetic Graph Generation at Scale : A novel framework for generating large graphs using clustering, generative models and node embeddings
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)Abstract : The field of generative graph models has seen increased popularity during recent years as it allows us to model the underlying distribution of a network and thus recreate it. From allowing anonymization of sensitive information in social networks to data augmentation of rare diseases in the brain, the ability to generate synthetic data has multiple applications in various domains. READ MORE
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19. Scalable fabrication of High-Rate On-Paper Microsupercapacitors through full inkjet printing
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)Abstract : storage devices in micro sizes are receiving more and more attention. One of them, on-paper Microsupercapacitors (MSCs), has become a key energy storage device because of its good mechanical flexibility and high power density. READ MORE
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20. Using machine learning to visualize and analyze attack graphs
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)Abstract : In recent years, the security of many corporate networks have been compromised by hackers who managed to obtain important information by leveraging the vulnerabilities of those networks. Such attacks can have a strong economic impact and affect the image of the entity whose network has been attacked. READ MORE
