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Guy Katz

8 papers at tracked venues · 6 at CORE A* · active 2024–2025

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Venues

ICML ×3NeurIPS ×2AAAI ×1AISTATS ×1ECAI ×1

Frequent coauthors

Shahaf Bassan
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×4
Reda Marzouk
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×2
Andoni Rodríguez
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×1
Guy Amir
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×1

Papers

  1. Additive Models Explained: A Computational Complexity Approach
    NeurIPS 2025 ·
    Shahaf Bassan
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  2. Explaining, Fast and Slow: Abstraction and Refinement of Provable Explanations
    ICML 2025 ·
    Shahaf Bassan
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  3. On the Computational Tractability of the (Many) Shapley Values
    AISTATS 2025 ·
    Reda Marzouk
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  4. SHAP Meets Tensor Networks: Provably Tractable Explanations with Parallelism
    NeurIPS 2025 ·
    Reda Marzouk
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  5. Shield Synthesis for LTL Modulo Theories
    AAAI 2025 ·
    Andoni Rodríguez
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  6. What makes an Ensemble (Un) Interpretable?
    ICML 2025 ·
    Shahaf Bassan
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  7. Hard to Explain: On the Computational Hardness of In-Distribution Model Interpretation
    ECAI 2024 ·
    Guy Amir
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  8. Local vs. Global Interpretability: A Computational Complexity Perspective
    ICML 2024 ·
    Shahaf Bassan
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