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Aaron M. Ferber

7 papers at tracked venues · 5 at CORE A* · active 2024–2026

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Venues

AAAI ×2ICML ×2AISTATS ×1ICLR ×1IJCAI ×1

Frequent coauthors

Carla P. Gomes
×5
Zhongdi Qu
×3
Utku Umur Acikalin
×2
Marc Grimson
×2
Yue Mao
×2
Felipe Siqueira Pacheco
×2
Sebastian Heilpern
×2
Alexander S. Flecker
×2
Taoan Huang
×2
Arman Zharmagambetov
×2
Yuandong Tian
×2
Bistra Dilkina
×2

Papers

  1. Unsupervised Combinatorial Probabilistic Reasoning: Probabilistic Coin Change Problem
    AAAI 2026 ·
    Zhongdi Qu
    ,
    Yingheng Wang
    ,
    Utku Umur Acikalin
    , Aaron M. Ferber,
    Goncalo J. Gouveia
    ,
    Brandon Bills
    ,
    Guohui Li
    ,
    Joshua Kline
    ,
    Sunandini Yedla
    ,
    Xiao Wang
    ,
    Frank C. Schroeder
    ,
    Carla P. Gomes
  2. Constraint-aware Pareto Optimization for Tree-Structured Networks: Addressing Decarbonization Targets with Hydropower Expansion
    AAAI 2025 ·
    Marc Grimson
    ,
    Zhongdi Qu
    ,
    Yue Mao
    , Aaron M. Ferber,
    Felipe Siqueira Pacheco
    ,
    Sebastian Heilpern
    ,
    Hector Angarita
    ,
    Alexander Flecker
    ,
    Carla P. Gomes
  3. Diffusion Models as Constrained Samplers for Optimization with Unknown Constraints
    AISTATS 2025 ·
    Lingkai Kong
    ,
    Yuanqi Du
    ,
    Wenhao Mu
    ,
    Kirill Neklyudov
    ,
    Valentin De Bortoli
    ,
    Dongxia Wu
    ,
    Haorui Wang
    , Aaron M. Ferber,
    Yian Ma
    ,
    Carla P. Gomes
    ,
    Chao Zhang
  4. Expanding Connected Components from Alternative Terminals: Global Optimization for Freshwater Fishes Under the UN's 30x30 Conservation Goal
    IJCAI 2025 ·
    Yue Mao
    ,
    Zhongdi Qu
    ,
    Imanol Miqueleiz
    , Aaron M. Ferber,
    Sami Wolf
    ,
    Marc Grimson
    ,
    Sebastian Heilpern
    ,
    Felipe Siqueira Pacheco
    ,
    Alexander S. Flecker
    ,
    Peter B. McIntyre
    ,
    Carla P. Gomes
  5. Learning to Explore and Exploit with GNNs for Unsupervised Combinatorial Optimization
    ICLR 2025 ·
    Utku Umur Acikalin
    , Aaron M. Ferber,
    Carla P. Gomes
  6. Contrastive Predict-and-Search for Mixed Integer Linear Programs
    ICML 2024 ·
    Taoan Huang
    , Aaron M. Ferber,
    Arman Zharmagambetov
    ,
    Yuandong Tian
    ,
    Bistra Dilkina
  7. GenCO: Generating Diverse Designs with Combinatorial Constraints
    ICML 2024 · Aaron M. Ferber,
    Arman Zharmagambetov
    ,
    Taoan Huang
    ,
    Bistra Dilkina
    ,
    Yuandong Tian