Axel Parmentier
6 papers · 2021–2025 · 3 conferences · across top CS/AI conferences
Achievements
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🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🌍
Conference Polyglot
(3)
🐝
Cross-Pollinator
(7)
Conferences
ICML (4)
ICLR (1)
NIPS (1)
Top co-authors
Keywords
counterfactual explanation
(2)
tree ensemble
(1)
nearest-neighbor predictor
(1)
mixed-integer programming
(1)
random forest
(1)
data-driven optimization
(1)
isolation forest
(1)
operations management
(1)
graph neural network
(1)
optimal explanation
(1)
decision-aware learning
(1)
combinatorial optimization
(1)
capacitated minimum spanning tree
(1)
Papers
WardropNet: Traffic Flow Predictions via Equilibrium-Augmented Learning
ICLR 2025
DistrictNet: Decision-aware learning for geographical districting
NIPS 2024
Predicting Lagrangian Multipliers for Mixed Integer Linear Programs
ICML 2024
CF-OPT: Counterfactual Explanations for Structured Prediction
ICML 2024
Explainable Data-Driven Optimization: From Context to Decision and Back Again
ICML 2023
Optimal Counterfactual Explanations in Tree Ensembles
ICML 2021