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GraphFedAI framework for DDoS attack detection in IoT systems using federated learning and graph based artificial intelligence

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Navigating the Loop: From Control Systems to Neural Networks and Back

Clara Lucía Galimberti

The work presented in this thesis lies at the intersection of Machine Learning (ML) and control theory. The first part is dedicated to the design of Deep Neural Network (DNN) architectures with specific numerical properties, inspired by dynamical systems m ...

EPFL2024

Can Generative AI Support Educators? Creating Learning Paths with PolyGloT

Tommaso Martorella

This chapter explores the intersection of generative AI and personalized learning, emphasizing the role of educators and examining the application of large language models (LLMs) in crafting personalized learning paths. The chapter examines the perception ...

Springer Nature (Switzerland)2024

Kernels, data & physics

Francesco Cagnetta

Lecture notes from the course given by Professor Julia Kempe at the summer school ‘Statistical physics of Machine Learning’ in Les Houches. The notes discuss the so-called NTK approach to problems in machine learning, which consists of gaining an understan ...

2024

GraphFedAI framework for DDoS attack detection in IoT systems using federated learning and graph based artificial intelligence

Navigating the Loop: From Control Systems to Neural Networks and Back

Can Generative AI Support Educators? Creating Learning Paths with PolyGloT

Kernels, data &amp; physics

Kernels, data & physics