Aaron M. Ferber

Venues

Frequent coauthors

Papers

1. Unsupervised Combinatorial Probabilistic Reasoning: Probabilistic Coin Change Problem
   AAAI 2026 ·

   Zhongdi Qu

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2. Constraint-aware Pareto Optimization for Tree-Structured Networks: Addressing Decarbonization Targets with Hydropower Expansion
   AAAI 2025 ·

   Marc Grimson

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3. Diffusion Models as Constrained Samplers for Optimization with Unknown Constraints
   AISTATS 2025 ·

   Lingkai Kong

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4. Expanding Connected Components from Alternative Terminals: Global Optimization for Freshwater Fishes Under the UN's 30x30 Conservation Goal
   IJCAI 2025 ·

   Yue Mao

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5. Learning to Explore and Exploit with GNNs for Unsupervised Combinatorial Optimization
   ICLR 2025 ·

   Utku Umur Acikalin

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6. Contrastive Predict-and-Search for Mixed Integer Linear Programs
   ICML 2024 ·

   Taoan Huang

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7. GenCO: Generating Diverse Designs with Combinatorial Constraints
   ICML 2024 · Aaron M. Ferber