Jaime Roquero Gimenez
4 papers · 2019–2022 · 3 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
Jump to papers ↓
🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🐣
Hot Topic Early Bird
Venues
Top co-authors
Research topics
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
Discovering Conditionally Salient Features with Statistical Guarantees
ICML 2019
Improving the Stability of the Knockoff Procedure: Multiple Simultaneous Knockoffs and Entropy Maximization
AISTATS 2019
Knockoffs for the Mass: New Feature Importance Statistics with False Discovery Guarantees
AISTATS 2019