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Jin Tian

10 papers at tracked venues · 3 at CORE A* · active 2024–2026

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Venues

UAI ×4AAAI ×2AISTATS ×1ECAI ×1ICDM ×1ICML ×1

Frequent coauthors

Yuta Kawakami
×6
Rina Dechter
×2
Anna Raichev
×2
Alexander Ihler
×2
Manabu Kuroki
×2
Xin Du
×1
Subramanian Ramamoorthy
×1
Wouter Duivesteijn
×1
Mykola Pechenizkiy
×1
Jiajun Chen
×1
Christopher John Quinn
×1

Papers

  1. Potential Outcome Rankings for Counterfactual Decision Making
    AAAI 2026 ·
    Yuta Kawakami
    , Jin Tian
  2. Beyond Discriminant Patterns: On the Robustness of Decision Rule Ensembles
    ICDM 2025 ·
    Xin Du
    ,
    Subramanian Ramamoorthy
    ,
    Wouter Duivesteijn
    , Jin Tian,
    Mykola Pechenizkiy
  3. Causal Logistic Bandits with Counterfactual Fairness Constraints
    ICML 2025 ·
    Jiajun Chen
    , Jin Tian,
    Christopher John Quinn
  4. Decomposition of Probabilities of Causation with Two Mediators
    UAI 2025 ·
    Yuta Kawakami
    , Jin Tian
  5. Graph-based Complexity for Causal Effect by Empirical Plug-in
    AISTATS 2025 ·
    Rina Dechter
    ,
    Anna Raichev
    , Jin Tian,
    Alexander Ihler
  6. Mediation Analysis for Probabilities of Causation
    AAAI 2025 ·
    Yuta Kawakami
    , Jin Tian
  7. Moments of Causal Effects
    UAI 2025 ·
    Yuta Kawakami
    , Jin Tian
  8. Estimating Causal Effects from Learned Causal Networks
    ECAI 2024 ·
    Anna Raichev
    , Jin Tian,
    Alexander Ihler
    ,
    Rina Dechter
  9. Identification and Estimation of Conditional Average Partial Causal Effects via Instrumental Variable
    UAI 2024 ·
    Yuta Kawakami
    ,
    Manabu Kuroki
    , Jin Tian
  10. Probabilities of Causation for Continuous and Vector Variables
    UAI 2024 ·
    Yuta Kawakami
    ,
    Manabu Kuroki
    , Jin Tian