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2020 – today
- 2026
[i3]Alireza Bakhtiari, Alex Ayoub, Samuel Robertson, David Janz, Csaba Szepesvári:
Eluder dimension: localise it! CoRR abs/2601.09825 (2026)- 2025
- [j4]Chris Kang
, Jasmine A. Moore, Samuel Robertson, Matthias Wilms, Emma K. Towlson, Nils D. Forkert:
Structural network measures reveal the emergence of heavy-tailed degree distributions in lottery ticket multilayer perceptrons. Neural Networks 187: 107308 (2025) - [c4]Alex Ayoub, Samuel Robertson, Dawen Liang, Harald Steck, Nathan Kallus:
Does Weighting Improve Matrix Factorization for Recommender Systems? WWW 2025: 3885-3895 - [i2]Alex Ayoub, Samuel Robertson, Dawen Liang, Harald Steck, Nathan Kallus:
Does Weighting Improve Matrix Factorization for Recommender Systems? CoRR abs/2510.10440 (2025) - 2024
- [c3]Alex Ayoub, Kaiwen Wang, Vincent Liu, Samuel Robertson, James McInerney, Dawen Liang, Nathan Kallus, Csaba Szepesvári:
Switching the Loss Reduces the Cost in Batch Reinforcement Learning. ICML 2024: 2135-2158 - [i1]Alex Ayoub, Kaiwen Wang, Vincent Liu, Samuel Robertson, James McInerney, Dawen Liang, Nathan Kallus, Csaba Szepesvári:
Switching the Loss Reduces the Cost in Batch Reinforcement Learning. CoRR abs/2403.05385 (2024) - 2022
- [j3]Lucas Lo Vercio, Rebecca M. Green, Samuel Robertson, Sienna Guo, Andreas Dauter, Marta Marchini, Marta Vidal-García, Xiang Zhao, Anandita Mahika, Ralph S. Marcucio, Benedikt Hallgrímsson, Nils D. Forkert:
Segmentation of Tissues and Proliferating Cells in Light-Sheet Microscopy Images of Mouse Embryos Using Convolutional Neural Networks. IEEE Access 10: 105084-105100 (2022) - [c2]Samuel Robertson, Anup Tuladhar, Deepthi Rajashekar, Nils D. Forkert:
Stroke lesion localization in 3D MRI datasets with deep reinforcement learning. Computer-Aided Diagnosis 2022
2010 – 2019
- 2019
- [j2]Lachlan P. James, Alice J. Sweeting, Vincent G. Kelly, Samuel Robertson:
Longitudinal Analysis of Tactical Strategy in the Men's Division of the Ultimate Fighting Championship. Frontiers Artif. Intell. 2: 29 (2019) - [j1]Peter Browne, S. Morgan, J. Bahnisch, Samuel Robertson:
Discovering patterns of play in netball with network motifs and association rules. Int. J. Comput. Sci. Sport 18(1): 64-79 (2019) - [c1]Emily E. Cust, Kevin Ball, Alice J. Sweeting, Samuel Robertson:
Biomechanical Characteristics of Elite Female Australian Rules Football Preferred and Non-preferred Drop Punt Kicks. icSPORTS 2019: 32-37
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