Meta-Learning with MAML on Trees. - Jezabel R. Garcia; Federica Freddi; Feng-Ting Liao; Jamie McGowan; Tim Nieradzik; Da-Shan Shiu; Ye Tian; Alberto Bernacchia (CoRR, 2021)

A Dataset for Learning Graph Representations to Predict Customer Returns in Fashion Retail. - Jamie McGowan; Elizabeth Guest; Ziyang Yan; Cong Zheng; Neha Patel; Mason Cusack; Charlie Donaldson; Sofie De Cnudde; Gabriel Facini; Fabon Dzogang (CoRR, 2023)

Exact, Tractable Gauss-Newton Optimization in Deep Reversible Architectures Reveal Poor Generalization. - Davide Buffelli; Jamie McGowan; Wangkun Xu; Alexandru Cioba; Da-shan Shiu; Guillaume Hennequin; Alberto Bernacchia (NeurIPS, 2024)

Efficient Model Compression Techniques with FishLeg. - Jamie McGowan; Wei Sheng Lai; Weibin Chen; Henry Aldridge; Jools Clarke; Jezabel Garcia; Rui Xia; Yilei Liang; Guillaume Hennequin; Alberto Bernacchia (CoRR, 2024)

Group Think: Multiple Concurrent Reasoning Agents Collaborating at Token Level Granularity. - Chan-Jan Hsu; Davide Buffelli; Jamie McGowan; Feng-Ting Liao; Yi-Chang Chen; Sattar Vakili; Da-shan Shiu (CoRR, 2025)