Pasan Dissanayake

21 papers A* 2A 2B 1Journal 16

Year	Rank	Type	Title / Venue / Authors
2025	A	`conf`	Counterfactual Explanations for Model Ensembles Using Entropic Risk Measures. AAMAS Erfaun Noorani, Pasan Dissanayake, Faisal Hamman, Sanghamitra Dutta
2025	J	`jnl`	Counterfactual Explanations for Model Ensembles Using Entropic Risk Measures. CoRR Erfaun Noorani, Pasan Dissanayake, Faisal Hamman, Sanghamitra Dutta
2025	J	`jnl`	Few-Shot Knowledge Distillation of LLMs With Counterfactual Explanations. CoRR Faisal Hamman, Pasan Dissanayake, Yanjun Fu, Sanghamitra Dutta
2025	J	`jnl`	Learning Invariant Graph Representations Through Redundant Information. CoRR Barproda Halder, Pasan Dissanayake, Sanghamitra Dutta
2025	B	`conf`	Private Counterfactual Retrieval with Immutable Features. ISIT Shreya Meel, Pasan Dissanayake, Mohamed W. Nomeir, Sanghamitra Dutta, Sennur Ulukus
2025	A	`conf`	Quantifying Knowledge Distillation using Partial Information Decomposition. AISTATS Pasan Dissanayake, Faisal Hamman, Barproda Halder, Ilia Sucholutsky, Qiuyi Zhang, Sanghamitra Dutta
2025	A*	`conf`	Quantifying Prediction Consistency Under Fine-tuning Multiplicity in Tabular LLMs. ICML Faisal Hamman, Pasan Dissanayake, Saumitra Mishra, Freddy Lécué, Sanghamitra Dutta
2025	J	`jnl`	TabDistill: Distilling Transformers into Neural Nets for Few-Shot Tabular Classification. CoRR Pasan Dissanayake, Sanghamitra Dutta
2025	J	`jnl`	Towards Formalizing Spuriousness of Biased Datasets Using Partial Information Decomposition. Trans. Mach. Learn. Res. Barproda Halder, Faisal Hamman, Pasan Dissanayake, Qiuyi Zhang, Ilia Sucholutsky, Sanghamitra Dutta
2025	J	`jnl`	What If, But Privately: Private Counterfactual Retrieval. CoRR Shreya Meel, Mohamed W. Nomeir, Pasan Dissanayake, Sanghamitra Dutta, Sennur Ulukus
2024	A*	`conf`	Model Reconstruction Using Counterfactual Explanations: A Perspective From Polytope Theory. NeurIPS Pasan Dissanayake, Sanghamitra Dutta
2024	J	`jnl`	Model Reconstruction Using Counterfactual Explanations: Mitigating the Decision Boundary Shift. CoRR Pasan Dissanayake, Sanghamitra Dutta
2024	J	`jnl`	Private Counterfactual Retrieval With Immutable Features. CoRR Shreya Meel, Pasan Dissanayake, Mohamed W. Nomeir, Sanghamitra Dutta, Sennur Ulukus
2024	J	`jnl`	Private Counterfactual Retrieval. CoRR Mohamed W. Nomeir, Pasan Dissanayake, Shreya Meel, Sanghamitra Dutta, Sennur Ulukus
2024	J	`jnl`	Quantifying Knowledge Distillation Using Partial Information Decomposition. CoRR Pasan Dissanayake, Faisal Hamman, Barproda Halder, Ilia Sucholutsky, Qiuyi Zhang, Sanghamitra Dutta
2024	J	`jnl`	Quantifying Prediction Consistency Under Model Multiplicity in Tabular LLMs. CoRR Faisal Hamman, Pasan Dissanayake, Saumitra Mishra, Freddy Lécué, Sanghamitra Dutta
2024	J	`jnl`	Quantifying Spuriousness of Biased Datasets Using Partial Information Decomposition. CoRR Barproda Halder, Faisal Hamman, Pasan Dissanayake, Qiuyi Zhang, Ilia Sucholutsky, Sanghamitra Dutta
2022	J	`jnl`	Distribution of the Scaled Condition Number of Single-Spiked Complex Wishart Matrices. IEEE Trans. Inf. Theory Pasan Dissanayake, Prathapasinghe Dharmawansa, Yang Chen
2022	J	`jnl`	The Eigenvectors of Single-Spiked Complex Wishart Matrices: Finite and Asymptotic Analyses. IEEE Trans. Inf. Theory Prathapasinghe Dharmawansa, Pasan Dissanayake, Yang Chen
2021	J	`jnl`	Distribution of the Scaled Condition Number of Single-spiked Complex Wishart Matrices. CoRR Pasan Dissanayake, Prathapasinghe Dharmawansa, Yang Chen
2021	J	`jnl`	The Eigenvectors of Single-spiked Complex Wishart Matrices: Finite and Asymptotic Analyses. CoRR Prathapasinghe Dharmawansa, Pasan Dissanayake, Yang Chen