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Stability & Generalisation of Gradient Descent for Shallow Neural Networks without the Neural Tangent Kernel.

, and . NeurIPS, page 8609-8621. (2021)

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Graph-Dependent Implicit Regularisation for Distributed Stochastic Subgradient Descent., and . CoRR, (2018)A monadic approach to automated reasoning for Bluespec SystemVerilog., and . Innov. Syst. Softw. Eng., 7 (2): 85-95 (2011)Event-driven configuration of a neural network CMP system over an homogeneous interconnect fabric., , , , , , , , , and 2 other author(s). Parallel Comput., 37 (8): 392-409 (2011)Formulating a method to analyse the differential expression of co-occurrence networks for small-sampled microbiome data., , , , , , , , and . BCB, page 9:1-9:6. ACM, (2023)Distributed Machine Learning with Sparse Heterogeneous Data., , and . NeurIPS, page 18008-18020. (2021)Learning with Gradient Descent and Weakly Convex Losses., and . AISTATS, volume 130 of Proceedings of Machine Learning Research, page 1990-1998. PMLR, (2021)Double Deep Q Networks for Sensor Management in Space Situational Awareness., , , and . FUSION, page 1-6. IEEE, (2022)A Prototype Embedding of Bluespec SystemVerilog in the PVS Theorem Prover., and . NASA Formal Methods, volume NASA/CP-2010-216215 of NASA Conference Proceedings, page 139-148. (2010)Stability & Generalisation of Gradient Descent for Shallow Neural Networks without the Neural Tangent Kernel., and . NeurIPS, page 8609-8621. (2021)Multi-agent learning. University of Oxford, UK, (2021)British Library, EThOS.