Pasan Dissanayake

According to our database, Pasan Dissanayake authored at least 18 papers between 2021 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Learning Invariant Graph Representations Through Redundant Information.

Barproda Halder, Pasan Dissanayake, Sanghamitra Dutta

CoRR, December, 2025

TabDistill: Distilling Transformers into Neural Nets for Few-Shot Tabular Classification.

Pasan Dissanayake, Sanghamitra Dutta

CoRR, November, 2025

Few-Shot Knowledge Distillation of LLMs With Counterfactual Explanations.

Faisal Hamman, Pasan Dissanayake, Yanjun Fu, Sanghamitra Dutta

CoRR, October, 2025

What If, But Privately: Private Counterfactual Retrieval.

Shreya Meel, Mohamed W. Nomeir, Pasan Dissanayake, Sanghamitra Dutta, Sennur Ulukus

CoRR, August, 2025

Towards Formalizing Spuriousness of Biased Datasets Using Partial Information Decomposition.

Barproda Halder, Faisal Hamman, Pasan Dissanayake, Qiuyi Zhang, Ilia Sucholutsky, Sanghamitra Dutta

Trans. Mach. Learn. Res., 2025

Private Counterfactual Retrieval with Immutable Features.

Shreya Meel, Pasan Dissanayake, Mohamed W. Nomeir, Sanghamitra Dutta, Sennur Ulukus

Proceedings of the IEEE International Symposium on Information Theory, 2025

Counterfactual Explanations for Model Ensembles Using Entropic Risk Measures.

Erfaun Noorani, Pasan Dissanayake, Faisal Hamman, Sanghamitra Dutta

Proceedings of the 24th International Conference on Autonomous Agents and Multiagent Systems, 2025

Quantifying Prediction Consistency Under Fine-tuning Multiplicity in Tabular LLMs.

Faisal Hamman, Pasan Dissanayake, Saumitra Mishra, Freddy Lécué, Sanghamitra Dutta

Proceedings of the Forty-second International Conference on Machine Learning, 2025

Quantifying Knowledge Distillation using Partial Information Decomposition.

Pasan Dissanayake, Faisal Hamman, Barproda Halder, Ilia Sucholutsky, Qiuyi Zhang, Sanghamitra Dutta

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2025

2024

Private Counterfactual Retrieval.

Mohamed W. Nomeir, Pasan Dissanayake, Shreya Meel, Sanghamitra Dutta, Sennur Ulukus

CoRR, 2024

Quantifying Prediction Consistency Under Model Multiplicity in Tabular LLMs.

Faisal Hamman, Pasan Dissanayake, Saumitra Mishra, Freddy Lécué, Sanghamitra Dutta

CoRR, 2024

Quantifying Spuriousness of Biased Datasets Using Partial Information Decomposition.

Barproda Halder, Faisal Hamman, Pasan Dissanayake, Qiuyi Zhang, Ilia Sucholutsky, Sanghamitra Dutta

CoRR, 2024

Model Reconstruction Using Counterfactual Explanations: Mitigating the Decision Boundary Shift.

Pasan Dissanayake, Sanghamitra Dutta

CoRR, 2024

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

Pasan Dissanayake, Sanghamitra Dutta

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

2022

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

Pasan Dissanayake, Prathapasinghe Dharmawansa, Yang Chen

IEEE Trans. Inf. Theory, 2022

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

Prathapasinghe Dharmawansa, Pasan Dissanayake, Yang Chen

IEEE Trans. Inf. Theory, 2022

2021

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

Prathapasinghe Dharmawansa, Pasan Dissanayake, Yang Chen

CoRR, 2021

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

Pasan Dissanayake, Prathapasinghe Dharmawansa, Yang Chen

CoRR, 2021