Lodovico Giaretta

12 papers C 1Journal 3Unranked 8
YearRankTypeTitle / Venue / Authors
2025 J jnl
Adaptive Graph Pruning with Sudden-Events Evaluation for Traffic Prediction using Online Semi-Decentralized ST-GNNs.
CoRR
Ivan Kralj, Lodovico Giaretta, Gordan Jezic, Ivana Podnar Zarko, Sarunas Girdzijauskas
2025 — conf
Semi-decentralized Training of Spatio-Temporal Graph Neural Networks for Traffic Prediction.
EDGE
Ivan Kralj, Lodovico Giaretta, Gordan Jezic, Ivana Podnar Zarko, Sarunas Girdzijauskas
2024 J jnl
Semi-decentralized Training of Spatio-Temporal Graph Neural Networks for Traffic Prediction.
CoRR
Ivan Kralj, Lodovico Giaretta, Gordan Jezic, Ivana Podnar Zarko, Sarunas Girdzijauskas
2022 C conf
Federated Naive Bayes under Differential Privacy.
SECRYPT
Thomas Marchioro, Lodovico Giaretta, Evangelos P. Markatos, Sarunas Girdzijauskas
2022 — conf
SchemaWalk: Schema Aware Random Walks for Heterogeneous Graph Embedding.
WWW (Companion Volume)
Ahmed E. Samy, Lodovico Giaretta, Zekarias T. Kefato, Sarunas Girdzijauskas
2022 — conf
Towards a Realistic Decentralized Naive Bayes with Differential Privacy.
ICSBT/SECRYPT (Revised Selected Papers)
Lodovico Giaretta, Thomas Marchioro, Evangelos P. Markatos, Sarunas Girdzijauskas
2022 — conf
Towards a decentralized infrastructure for data marketplaces: narrowing the gap between academia and industry.
DE@CoNEXT
Lodovico Giaretta, Thomas Marchioro, Evangelos P. Markatos, Sarunas Girdzijauskas
2021 — conf
Decentralized Word2Vec Using Gossip Learning.
NoDaLiDa
Abdul Aziz Alkathiri, Lodovico Giaretta, Sarunas Girdzijauskas, Magnus Sahlgren
2021 J jnl
Federated Word2Vec: Leveraging Federated Learning to Encourage Collaborative Representation Learning.
CoRR
Daniel Garcia Bernal, Lodovico Giaretta, Sarunas Girdzijauskas, Magnus Sahlgren
2021 — conf
LiMNet: Early-Stage Detection of IoT Botnets with Lightweight Memory Networks.
ESORICS (1)
Lodovico Giaretta, Ahmed Lekssays, Barbara Carminati, Elena Ferrari, Sarunas Girdzijauskas
2021 — conf
PDS
ICDE Workshops
Lodovico Giaretta, Ioannis Savvidis, Thomas Marchioro, Sarunas Girdzijauskas, George Pallis, Marios D. Dikaiakos, Evangelos P. Markatos
2019 — conf
Gossip Learning: Off the Beaten Path.
IEEE BigData
Lodovico Giaretta, Sarunas Girdzijauskas