PPaperPicks

Giuseppe Marra

11 papers at tracked venues · 8 at CORE A* · active 2024–2026

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Venues

AAAI ×4ICLR ×2NeurIPS ×2ECAI ×1ECCV ×1IJCAI ×1

Frequent coauthors

Francesco Giannini
×5
Luc De Raedt
×4
Michelangelo Diligenti
×4
Pietro Barbiero
×4
David Debot
×3
Rodrigo Castellano Ontiveros
×2
Marco Gori
×2
Gabriele Dominici
×2
Martin Gjoreski
×2
Marc Langheinrich
×2
Gabriele Venturato
×2
Gabriele Ciravegna
×2

Papers

  1. DeepProofLog: Efficient Proving in Deep Stochastic Logic Programs
    AAAI 2026 ·
    Ying Jiao
    ,
    Rodrigo Castellano Ontiveros
    ,
    Luc De Raedt
    ,
    Marco Gori
    ,
    Francesco Giannini
    ,
    Michelangelo Diligenti
    , Giuseppe Marra
  2. Causal Concept Graph Models: Beyond Causal Opacity in Deep Learning
    ICLR 2025 ·
    Gabriele Dominici
    ,
    Pietro Barbiero
    ,
    Mateo Espinosa Zarlenga
    ,
    Alberto Termine
    ,
    Martin Gjoreski
    , Giuseppe Marra,
    Marc Langheinrich
  3. Counterfactual Concept Bottleneck Models
    ICLR 2025 ·
    Gabriele Dominici
    ,
    Pietro Barbiero
    ,
    Francesco Giannini
    ,
    Martin Gjoreski
    , Giuseppe Marra,
    Marc Langheinrich
  4. DEEPGRAPHLOG for Layered Neurosymbolic AI
    ECAI 2025 ·
    Adem Kikaj
    , Giuseppe Marra,
    Floris Geerts
    ,
    Robin Manhaeve
    ,
    Luc De Raedt
  5. Grounding Methods for Neural-Symbolic AI
    IJCAI 2025 ·
    Rodrigo Castellano Ontiveros
    ,
    Francesco Giannini
    ,
    Marco Gori
    , Giuseppe Marra,
    Michelangelo Diligenti
  6. Neurosymbolic Reinforcement Learning: Playing MiniHack with Probabilistic Logic Shields
    AAAI 2025 ·
    David Debot
    ,
    Gabriele Venturato
    , Giuseppe Marra,
    Luc De Raedt
  7. Relational Neurosymbolic Markov Models
    AAAI 2025 ·
    Lennert De Smet
    ,
    Gabriele Venturato
    ,
    Luc De Raedt
    , Giuseppe Marra
  8. From Statistical Relational to Neuro-Symbolic Artificial Intelligence
    AAAI 2024 · Giuseppe Marra
  9. Integrating Local and Global Interpretability for Deep Concept-Based Reasoning Models
    ECCV 2024 ·
    David Debot
    , Giuseppe Marra
  10. Interpretable Concept-Based Memory Reasoning
    NeurIPS 2024 ·
    David Debot
    ,
    Pietro Barbiero
    ,
    Francesco Giannini
    ,
    Gabriele Ciravegna
    ,
    Michelangelo Diligenti
    , Giuseppe Marra
  11. Relational Concept Bottleneck Models
    NeurIPS 2024 ·
    Pietro Barbiero
    ,
    Francesco Giannini
    ,
    Gabriele Ciravegna
    ,
    Michelangelo Diligenti
    , Giuseppe Marra