publications

2025

1. Quantifying Knowledge Distillation using Partial Information Decomposition

   Pasan Dissanayake, Faisal Hamman, Barproda Halder, and 3 more authors

   In AISTATS, 2025

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2. Counterfactual Explanations for Model Ensembles Using Entropic Risk Measures

   Erfaun Noorani, Pasan Dissanayake, Faisal Hamman, and 1 more author

   In AAMAS, 2025

2024

1. Model Reconstruction Using Counterfactual Explanations: A Perspective From Polytope Theory

   Pasan Dissanayake, and Sanghamitra Dutta

   In NeurIPS, 2024

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2. Formalizing Limits of Knowledge Distillation Using Partial Information Decomposition

   Pasan Dissanayake, Faisal Hamman, Barproda Halder, and 3 more authors

   In Workshop on Machine Learning and Compression, NeurIPS, 2024

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2022

1. Distribution of the Scaled Condition Number of Single-Spiked Complex Wishart Matrices

   Pasan Dissanayake, Prathapasinghe Dharmawansa, and Yang Chen

   IEEE Transactions on Information Theory, 2022

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2. The Eigenvectors of Single-Spiked Complex Wishart Matrices: Finite and Asymptotic Analyses

   Prathapasinghe Dharmawansa, Pasan Dissanayake, and Yang Chen

   IEEE Transactions on Information Theory, 2022

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