ALS Algorithm for Robust and Communication-Efficient Federated Learning. - Hurley, Neil; Duriakova, Erika; Geraci, James; O'Reilly-Morgan, Diarmuid; Tragos, Elias Z.; Smyth, Barry; Lawlor, Aonghus (2024)

A Hybrid Decentralised Learning Topology for Recommendations with Improved Privacy. - O'Reilly-Morgan, Diarmuid; Tragos, Elias Z.; Geraci, James; Wang, Qinqin; Hurley, Neil; Smyth, Barry; Lawlor, Aonghus (2024)

Keeping People Active and Healthy at Home Using a Reinforcement Learning-based Fitness Recommendation Framework. - Tragos, Elias Z.; O'Reilly-Morgan, Diarmuid; Geraci, James; Shi, Bichen; Smyth, Barry; Doherty, Cailbhe; Lawlor, Aonghus; Hurley, Neil (2023)

FedFast: Going Beyond Average for Faster Training of Federated Recommender Systems. - Muhammad, Khalil; Wang, Qinqin; O'Reilly-Morgan, Diarmuid; Tragos, Elias Z.; Smyth, Barry; Hurley, Neil; Geraci, James; Lawlor, Aonghus (2020)

An Algorithmic Framework for Decentralised Matrix Factorisation. - Duriakova, Erika; Huáng, Weipéng; Tragos, Elias Z.; Lawlor, Aonghus; Smyth, Barry; Geraci, James; Hurley, Neil (2020)

PDMFRec: a decentralised matrix factorisation with tunable user-centric privacy. - Duriakova, Erika; Tragos, Elias Z.; Smyth, Barry; Hurley, Neil; Peña, Francisco J.; Symeonidis, Panagiotis; Geraci, James; Lawlor, Aonghus (2019)

PyRecGym: a reinforcement learning gym for recommender systems. - Shi, Bichen; Ozsoy, Makbule Gulcin; Hurley, Neil; Smyth, Barry; Tragos, Elias Z.; Geraci, James; Lawlor, Aonghus (2019)