Opper, Mattia

5 publications

ICML 2025 Banyan: Improved Representation Learning with Explicit Structure Mattia Opper, Siddharth N

JAIR 2025 Mechanisms of Symbol Processing for In-Context Learning in Transformer Networks Paul Smolensky, Roland Fernandez, Zhenghao Herbert Zhou, Mattia Opper, Adam Davies, Jianfeng Gao

TMLR 2025 TRA: Better Length Generalisation with Threshold Relative Attention Mattia Opper, Roland Fernandez, Paul Smolensky, Jianfeng Gao

NeurIPS 2024 Compositional Generalization Across Distributional Shifts with Sparse Tree Operations Paul Soulos, Henry Conklin, Mattia Opper, Paul Smolensky, Jianfeng Gao, Roland Fernandez

NeurIPSW 2024 Compositional Generalization Across Distributional Shifts with Sparse Tree Operations Paul Soulos, Henry Conklin, Mattia Opper, Paul Smolensky, Jianfeng Gao, Roland Fernandez