publications

2025

  1. Quantifying Prediction Consistency Under Fine-Tuning Multiplicity in Tabular LLMs
    Faisal Hamman, Pasan Dissanayake, Saumitra Mishra, and 2 more authors
    In ICML, 2025
  2. Private Counterfactual Retrieval With Immutable Features
    Shreya Meel, Pasan Dissanayake, Mohamed Nomeir, and 2 more authors
    In ISIT, 2025
  3. Quantifying Knowledge Distillation using Partial Information Decomposition
    Pasan Dissanayake, Faisal Hamman, Barproda Halder, and 3 more authors
    In AISTATS, 2025
  4. 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

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
  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