James Geraci

Orcid: 0009-0009-0483-1673

According to our database1, James Geraci authored at least 7 papers between 2019 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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Article 
PhD thesis 
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Links

On csauthors.net:

Bibliography

2024
A Hybrid Decentralised Learning Topology for Recommendations with Improved Privacy.
Proceedings of the 4th Workshop on Machine Learning and Systems, 2024

ALS Algorithm for Robust and Communication-Efficient Federated Learning.
Proceedings of the 4th Workshop on Machine Learning and Systems, 2024

2023
Keeping People Active and Healthy at Home Using a Reinforcement Learning-based Fitness Recommendation Framework.
Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023

2020
An Algorithmic Framework for Decentralised Matrix Factorisation.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2020

FedFast: Going Beyond Average for Faster Training of Federated Recommender Systems.
Proceedings of the KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2020

2019
PyRecGym: a reinforcement learning gym for recommender systems.
Proceedings of the 13th ACM Conference on Recommender Systems, 2019

PDMFRec: a decentralised matrix factorisation with tunable user-centric privacy.
Proceedings of the 13th ACM Conference on Recommender Systems, 2019


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