Jennifer G. Dy

Venues

Frequent coauthors

Papers

1. SSplain: Sparse and Smooth Explainer for Retinopathy of Prematurity Classification
   WACV 2026 ·

   Elifnur Sunger

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2. Axiomatic Explainer Globalness via Optimal Transport
   AISTATS 2025 ·

   Davin Hill

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3. DISCO: Disentangled Communication Steering for Large Language Models
   NeurIPS 2025 ·

   Max Torop

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4. H-SPLID: HSIC-based Saliency Preserving Latent Information Decomposition
   NeurIPS 2025 ·

   Lukas Miklautz

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5. Linear-Time Demonstration Selection for In-Context Learning via Gradient Estimation
   EMNLP 2025 ·

   Ziniu Zhang

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6. OrdShap: Feature Position Importance for Sequential Black-Box Models
   NeurIPS 2025 ·

   Davin Hill

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7. STAR: Stability-Inducing Weight Perturbation for Continual Learning
   ICLR 2025 ·

   Masih Eskandar

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8. Analyzing Explainer Robustness via Probabilistic Lipschitzness of Prediction Functions
   AISTATS 2024 ·

   Zulqarnain Khan

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9. Boundary-Aware Uncertainty for Feature Attribution Explainers
   AISTATS 2024 ·

   Davin Hill

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10. Thirty-Eighth AAAI Conference on Artificial Intelligence, AAAI 2024, Thirty-Sixth Conference on Innovative Applications of Artificial Intelligence, IAAI 2024, Fourteenth Symposium on Educational Advances in Artificial Intelligence, EAAI 2024, February 20-27, 2024, Vancouver, Canada
    AAAI 2024 ·

    Michael J. Wooldridge

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