Philippe Brouillard
5 papers · 2020–2025 · 3 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π Conference Polyglot (3) π Academic Marathon (5) π Cross-Pollinator (15) π§ Keyword Pioneer
π£
Hot Topic Early Bird
π
Conference Pioneer
Conferences
CLEAR (2)
NIPS (2)
ICLR (1)
Top co-authors
Keywords
causal discovery
(2)
machine learning
(1)
normalizing flow
(1)
interventional datum
(1)
observational datum
(1)
causal graph
(1)
equivalence class
(1)
continuous constrained optimization
(1)
climate model emulation
(1)
climate scenario
(1)
super emulator
(1)
typed directed acyclic graph
(1)
causal graph identification
(1)
Papers
The Landscape of Causal Discovery Data: Grounding Causal Discovery in Real-World Applications
CLEAR 2025
ClimateSet: A Large-Scale Climate Model Dataset for Machine Learning
NIPS 2023
Typing assumptions improve identification in causal discovery
CLEAR 2022
Differentiable Causal Discovery from Interventional Data
NIPS 2020
Gradient-Based Neural DAG Learning
ICLR 2020