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Julien Horwood
Publication Activity (10 Years)
Years Active: 2019-2024
Publications (10 Years): 4
Top Topics
Distributed Representations
Causal Explanation
Neural Network
Chemical Engineering
Top Venues
CoRR
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Publications
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Xuexin Chen
,
Ruichu Cai
,
Zhengting Huang
,
Yuxuan Zhu
,
Julien Horwood
,
Zhifeng Hao
,
Zijian Li
,
José Miguel Hernández-Lobato
Feature Attribution with Necessity and Sufficiency via Dual-stage Perturbation Test for Causal Explanation.
CoRR
(2024)
Wenlin Chen
,
Julien Horwood
,
Juyeon Heo
,
José Miguel Hernández-Lobato
Leveraging Task Structures for Improved Identifiability in Neural Network Representations.
CoRR
(2023)
Julien Horwood
,
Emmanuel Noutahi
Molecular Design in Synthetically Accessible Chemical Space via Deep Reinforcement Learning.
CoRR
(2020)
Emmanuel Noutahi
,
Dominique Beaini
,
Julien Horwood
,
Prudencio Tossou
Towards Interpretable Sparse Graph Representation Learning with Laplacian Pooling.
CoRR
(2019)