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Awni Altabaa
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Year
Abstractors: Transformer modules for symbolic message passing and relational reasoning
A Altabaa, T Webb, J Cohen, J Lafferty
stat 1050, 25, 2023
122023
The relational bottleneck as an inductive bias for efficient abstraction
TW Webb, SM Frankland, A Altabaa, K Krishnamurthy, D Campbell, ...
arXiv preprint arXiv:2309.06629, 2023
102023
Abstractors and relational cross-attention: An inductive bias for explicit relational reasoning in Transformers
A Altabaa, TW Webb, JD Cohen, J Lafferty
The Twelfth International Conference on Learning Representations, 2023
32023
Relational Convolutional Networks: A framework for learning representations of hierarchical relations
A Altabaa, J Lafferty
arXiv preprint arXiv:2310.03240, 2023
32023
Decentralized Multi-Agent Reinforcement Learning for Continuous-Space Stochastic Games
A Altabaa, B Yongacoglu, S Yüksel
2023 American Control Conference (ACC), 2023
22023
Approximation of relation functions and attention mechanisms
A Altabaa, J Lafferty
arXiv preprint arXiv:2402.08856, 2024
12024
geneDRAGNN: Gene Disease Prioritization using Graph Neural Networks
A Altabaa, D Huang, C Byles-Ho, H Khatib, F Sosa, T Hu
2022 IEEE Conference on Computational Intelligence in Bioinformatics and …, 2022
12022
On the Role of Information Structure in Reinforcement Learning for Partially-Observable Sequential Teams and Games
A Altabaa, Z Yang
arXiv preprint arXiv:2403.00993, 2024
2024
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Articles 1–8