Alexandre Forel
4 papers · 2023–2025 · 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
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Conference Polyglot · Bronze
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Taxonomy Completionist
(10)
Venues
Top co-authors
Research topics
Keywords
counterfactual explanation
(2)
model compression
(1)
ensemble learning
(1)
structured prediction
(1)
gradient boosting
(1)
model pruning
(1)
boosting method
(1)
tree ensemble
(1)
variational autoencoder
(1)
latent space
(1)
functional equivalence
(1)
inference speed
(1)
nearest-neighbor predictor
(1)
first-order optimization
(1)
random forest
(1)
data-driven optimization
(1)
ensemble pruning
(1)
operations management
(1)
graph neural network
(1)
adversarial model
(1)
Papers
Free Lunch in the Forest: Functionally-Identical Pruning of Boosted Tree Ensembles
AAAI 2025
CF-OPT: Counterfactual Explanations for Structured Prediction
ICML 2024
DistrictNet: Decision-aware learning for geographical districting
NeurIPS 2024
Explainable Data-Driven Optimization: From Context to Decision and Back Again
ICML 2023