Philippe Brouillard

According to our database1, Philippe Brouillard authored at least 7 papers between 2020 and 2024.

Collaborative distances:

Timeline

2020
2021
2022
2023
2024
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1
2
3
2
1
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In proceedings 
Article 
PhD thesis 
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Links

On csauthors.net:

Bibliography

2024
The Landscape of Causal Discovery Data: Grounding Causal Discovery in Real-World Applications.
CoRR, 2024

Causal Representation Learning in Temporal Data via Single-Parent Decoding.
CoRR, 2024

2023
Towards Causal Representations of Climate Model Data.
CoRR, 2023

ClimateSet: A Large-Scale Climate Model Dataset for Machine Learning.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

2022
Typing assumptions improve identification in causal discovery.
Proceedings of the 1st Conference on Causal Learning and Reasoning, 2022

2020
Differentiable Causal Discovery from Interventional Data.
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Gradient-Based Neural DAG Learning.
Proceedings of the 8th International Conference on Learning Representations, 2020


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