Julien Horwood

According to our database, Julien Horwood authored at least 5 papers between 2019 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Stochastic Interpolants in Hilbert Spaces.

James Boran Yu, Ruikang Ouyang, Julien Horwood, José Miguel Hernández-Lobato

CoRR, February, 2026

2024

Leveraging Task Structures for Improved Identifiability in Neural Network Representations.

Wenlin Chen, Julien Horwood, Juyeon Heo, José Miguel Hernández-Lobato

Trans. Mach. Learn. Res., 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

Proceedings of the Forty-first International Conference on Machine Learning, 2024

2020

Molecular Design in Synthetically Accessible Chemical Space via Deep Reinforcement Learning.

Julien Horwood, Emmanuel Noutahi

CoRR, 2020

2019

Towards Interpretable Sparse Graph Representation Learning with Laplacian Pooling.

Emmanuel Noutahi, Dominique Beaini, Julien Horwood, Prudencio Tossou

CoRR, 2019