Jaime Roquero Gimenez
4 papers · 2019–2022 · 3 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓
🌍
Conference Polyglot
(3)
🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🐣
Hot Topic Early Bird
🐝
Cross-Pollinator
(15)
Conferences
AISTATS (2)
ICML (1)
JMLR (1)
Top co-authors
Keywords
false discovery rate
(3)
feature selection
(2)
knockoff procedure
(2)
entropy maximization
(1)
bayesian network
(1)
model-x knockoff
(1)
instrumental variable
(1)
statistical guarantee
(1)
joint intervention
(1)
multi-knockoff generation
(1)
constraint-based data fusion
(1)
conditional feature selection
(1)
model-free framework
(1)
causal effect estimation
(1)
feature importance
(1)
Papers
Causal Aggregation: Estimation and Inference of Causal Effects by Constraint-Based Data Fusion
JMLR 2022
Knockoffs for the Mass: New Feature Importance Statistics with False Discovery Guarantees
AISTATS 2019
Improving the Stability of the Knockoff Procedure: Multiple Simultaneous Knockoffs and Entropy Maximization
AISTATS 2019
Discovering Conditionally Salient Features with Statistical Guarantees
ICML 2019