Alexandre Forel
4 papers · 2023–2025 · 3 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓
🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🌍
Conference Polyglot
(3)
🐝
Cross-Pollinator
(7)
Conferences
ICML (2)
AAAI (1)
NIPS (1)
Top co-authors
Keywords
combinatorial optimization
(1)
model compression
(1)
ensemble learning
(1)
gradient boosting
(1)
model pruning
(1)
boosting method
(1)
tree ensemble
(1)
counterfactual explanation
(1)
functional equivalence
(1)
inference speed
(1)
nearest-neighbor predictor
(1)
random forest
(1)
data-driven optimization
(1)
ensemble pruning
(1)
operations management
(1)
graph neural network
(1)
adversarial model
(1)
decision-aware learning
(1)
capacitated minimum spanning tree
(1)
Papers
Free Lunch in the Forest: Functionally-Identical Pruning of Boosted Tree Ensembles
AAAI 2025
DistrictNet: Decision-aware learning for geographical districting
NIPS 2024
CF-OPT: Counterfactual Explanations for Structured Prediction
ICML 2024
Explainable Data-Driven Optimization: From Context to Decision and Back Again
ICML 2023