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Ferdinando Fioretto

15 papers at tracked venues · 10 at CORE A* · active 2024–2026

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Venues

AAAI ×3ICML ×3NeurIPS ×3AISTATS ×1ECAI ×1ICLR ×1IJCAI ×1NAACL ×1UAI ×1

Frequent coauthors

Jacob Christopher
×6
Saswat Das
×3
Pascal Van Hentenryck
×3
Jinhao Liang
×2
Sven Koenig
×2
Michael Cardei
×2
Bhavya Kailkhura
×2
Juba Ziani
×2
Vincenzo Di Vito
×2
James Kotary
×2
Keyu Zhu
×2
Cuong Tran
×2

Papers

  1. Discrete-Guided Diffusion for Scalable and Safe Multi-Robot Motion Planning
    AAAI 2026 ·
    Jinhao Liang
    ,
    Sven Koenig
    , Ferdinando Fioretto
  2. Constrained Discrete Diffusion
    NeurIPS 2025 ·
    Michael Cardei
    ,
    Jacob K. Christopher
    ,
    Bhavya Kailkhura
    ,
    Tom Hartvigsen
    , Ferdinando Fioretto
  3. Differentially Private Graph Data Release: Inefficiencies & Unfairness
    AISTATS 2025 · Ferdinando Fioretto,
    Diptangshu Sen
    ,
    Juba Ziani
  4. Fairness Issues and Mitigations in (Differentially Private) Socio-Demographic Data Processes
    AAAI 2025 ·
    Joonhyuk Ko
    ,
    Juba Ziani
    ,
    Saswat Das
    ,
    Matt Williams
    , Ferdinando Fioretto
  5. Learning to Solve Differential Equation Constrained Optimization Problems
    ICLR 2025 ·
    Vincenzo Di Vito Francesco
    ,
    Mostafa Mohammadian
    ,
    Kyri Baker
    , Ferdinando Fioretto
  6. Simultaneous Multi-Robot Motion Planning with Projected Diffusion Models
    ICML 2025 ·
    Jinhao Liang
    ,
    Jacob K. Christopher
    ,
    Sven Koenig
    , Ferdinando Fioretto
  7. Speculative Diffusion Decoding: Accelerating Language Generation through Diffusion
    NAACL 2025 ·
    Jacob K. Christopher
    ,
    Brian R. Bartoldson
    ,
    Tal Ben-Nun
    ,
    Michael Cardei
    ,
    Bhavya Kailkhura
    , Ferdinando Fioretto
  8. Training-Free Constrained Generation With Stable Diffusion Models
    NeurIPS 2025 ·
    Stefano Zampini
    ,
    Jacob K. Christopher
    ,
    Luca Oneto
    ,
    Davide Anguita
    , Ferdinando Fioretto
  9. Constrained Synthesis with Projected Diffusion Models
    NeurIPS 2024 ·
    Jacob K. Christopher
    ,
    Stephen Baek
    , Ferdinando Fioretto
  10. Disparate Impact on Group Accuracy of Linearization for Private Inference
    ICML 2024 ·
    Saswat Das
    ,
    Marco Romanelli
    , Ferdinando Fioretto
  11. End-to-End Learning for Fair Multiobjective Optimization Under Uncertainty
    UAI 2024 ·
    My H. Dinh
    ,
    James Kotary
    , Ferdinando Fioretto
  12. Finding ε and δ of Traditional Disclosure Control Systems
    AAAI 2024 ·
    Saswat Das
    ,
    Keyu Zhu
    ,
    Christine Task
    ,
    Pascal Van Hentenryck
    , Ferdinando Fioretto
  13. Learning Joint Models of Prediction and Optimization
    ECAI 2024 ·
    James Kotary
    ,
    Vincenzo Di Vito
    ,
    Jacob Christopher
    ,
    Pascal Van Hentenryck
    , Ferdinando Fioretto
  14. On The Fairness Impacts of Hardware Selection in Machine Learning
    ICML 2024 ·
    Sree Harsha Nelaturu
    ,
    Nishaanth Kanna Ravichandran
    ,
    Cuong Tran
    ,
    Sara Hooker
    , Ferdinando Fioretto
  15. On the Effects of Fairness to Adversarial Vulnerability
    IJCAI 2024 ·
    Cuong Tran
    ,
    Keyu Zhu
    ,
    Pascal Van Hentenryck
    , Ferdinando Fioretto