Lodovico Giaretta is a researcher at RISE, in the Computer Systems unit. He obtained his PhD degree from KTH in June 2023, with a thesis titled "Towards Decentralized Graph Learning". Before that, he obtained a double master degree in Cloud Computing, with a specialization in Data-Intensive Applications, from KTH and TU Berlin.
Lodovico's research focuses on the topics of Decentralized Machine Learning and Graph Representation Learning and includes aspects from multiple domains, including deep learning, distributed systems, edge computing, data privacy and security.
Publications
Publications
- Towards Decentralized Graph Learning
- Towards a Realistic Decentralized Naive Bayes with Differential Privacy
- Federated Naive Bayes under Differential Privacy
- Towards a decentralized infrastructure for data marketplaces: narrowing the gap…
- SchemaWalk : Schema Aware Random Walks for Heterogeneous Graph Embedding
- Towards a Decentralized Infrastructure for Data Marketplaces : Narrowing the Ga…
- Decentralized Word2Vec Using Gossip Learning
- PDS<sup>2</sup>: A user-centered decentralized marketplace for privacy preservi…