Aaron Ferber
3 papers · 2020–2025 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(10)
Venues
Top co-authors
Research topics
Mathematics & Optimization
(3)
Optimization
(3)
Artificial Intelligence
(2)
Deep Learning
(2)
Machine Learning
(2)
Learning Paradigms
(2)
Optimization & Theory · Machine Learning
(2)
Core Methods
(1)
Learning Types · Machine Learning
(1)
Learning Types · Deep Learning
(1)
Optimization & Theory · Deep Learning
(1)
Keywords
combinatorial optimization
(3)
neural network
(2)
graph theory
(1)
neural network optimization
(1)
global optimization
(1)
mixed integer programming
(1)
integer programming
(1)
mathematical optimization
(1)
portfolio optimization
(1)
surrogate model
(1)
end-to-end learning
(1)
cutting plane
(1)
graph algorithm
(1)
decision-focused learning
(1)
conservation planning
(1)
connected component
(1)
mixed integer linear program
(1)
decision loss
(1)
landscape surrogate
(1)
combinatorial solver
(1)
Papers
Expanding Connected Components from Alternative Terminals: Global Optimization for Freshwater Fishes Under the UN's 30x30 Conservation Goal
IJCAI 2025
Landscape Surrogate: Learning Decision Losses for Mathematical Optimization Under Partial Information
NeurIPS 2023
MIPaaL: Mixed Integer Program as a Layer
AAAI 2020