| Fedfast: Going beyond average for faster training of federated recommender systems K Muhammad, Q Wang, D O'Reilly-Morgan, E Tragos, B Smyth, N Hurley, ... Proceedings of the 26th ACM SIGKDD international conference on knowledge …, 2020 | 221 | 2020 |
| Combining rating and review data by initializing latent factor models with topic models for top-n recommendation FJ Peña, D O'Reilly-Morgan, EZ Tragos, N Hurley, E Duriakova, B Smyth, ... Proceedings of the 14th ACM Conference on Recommender Systems, 438-443, 2020 | 33 | 2020 |
| MP4Rec: Explainable and accurate top-n recommendations in heterogeneous information networks MG Ozsoy, D O’Reilly-Morgan, P Symeonidis, EZ Tragos, N Hurley, ... IEEE Access 8, 181835-181847, 2020 | 17 | 2020 |
| Keeping People Active and Healthy at Home Using a Reinforcement Learning-based Fitness Recommendation Framework. EZ Tragos, D O'Reilly-Morgan, J Geraci, B Shi, B Smyth, C Doherty, ... IJCAI, 6237-6245, 2023 | 5 | 2023 |
| Learning Domain-Independent Representations via Shared Weight Auto-Encoder for Transfer Learning in Recommender Systems Q Wang, D Oàeilly-morgan, EZ Tragos, N Hurley, B Smyth, A Lawlor, ... IEEE Access 10, 71961-71972, 2022 | 1 | 2022 |
| A Hybrid Decentralised Learning Topology for Recommendations with Improved Privacy DOR Morgan, E Tragos, J Geraci, Q Wang, N Hurley, B Smyth, A Lawlor Proceedings of the 4th Workshop on Machine Learning and Systems, 161-168, 2024 | | 2024 |
| ALS Algorithm for Robust and Communication-Efficient Federated Learning N Hurley, E Duriakova, J Geraci, D O'Reilly-Morgan, E Tragos, B Smyth, ... Proceedings of the 4th Workshop on Machine Learning and Systems, 56-64, 2024 | | 2024 |
| MARF: User-Item Mutual Aware Representation with Feedback Q Wang, K Muhammad, DO Reilly-Morgan, B Smyth, E Tragos, A Lawlor, ... International Conference on Web Engineering, 3-15, 2022 | | 2022 |
