Horwood, Julien

2 publications

ICML 2024 Feature Attribution with Necessity and Sufficiency via Dual-Stage Perturbation Test for Causal Explanation Xuexin Chen, Ruichu Cai, Zhengting Huang, Yuxuan Zhu, Julien Horwood, Zhifeng Hao, Zijian Li, José Miguel Hernández-Lobato

TMLR 2024 Leveraging Task Structures for Improved Identifiability in Neural Network Representations Wenlin Chen, Julien Horwood, Juyeon Heo, José Miguel Hernández-Lobato