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Saumitra Mishra
Saumitra Mishra
Executive Director at JP Morgan
Verified email at jpmorgan.com - Homepage
Title
Cited by
Cited by
Year
LOCAL INTERPRETABLE MODEL-AGNOSTIC EXPLANATIONS FOR MUSIC CONTENT ANALYSIS
S Mishra, BL Sturm, S Dixon
International Society for Music Information Retrieval (ISMIR), 2017
2032017
Clear: Generative counterfactual explanations on graphs
J Ma, R Guo, S Mishra, A Zhang, J Li
Advances in Neural Information Processing Systems 35, 25895-25907, 2022
492022
A Survey on the Robustness of Feature Importance and Counterfactual Explanations
S Mishra, S Dutta, J Long, D Magazzeni
arXiv preprint arXiv:2111.00358, 2021
442021
Robust Counterfactual Explanations for Tree-Based Ensembles
S Dutta, J Long, S Mishra, C Tilli, D Magazzeni
International Conference on Machine Learning, 5742-5756, 2022
412022
Analysing The Predictions Of a CNN-Based Replay Spoofing Detection System
B Chettri, S Mishra, BL Sturm, E Benetos
2018 IEEE Spoken Language Technology Workshop (SLT), 92-97, 2018
362018
Robust counterfactual explanations for neural networks with probabilistic guarantees
F Hamman, E Noorani, S Mishra, D Magazzeni, S Dutta
International Conference on Machine Learning, 12351-12367, 2023
232023
Reliable Local Explanations for Machine Listening
S Mishra, E Benetos, BLT Sturm, S Dixon
2020 International Joint Conference on Neural Networks (IJCNN), 1-8, 2020
182020
A Study On Convolutional Neural Network Based End-To-End Replay Anti-Spoofing
B Chettri, S Mishra, BL Sturm, E Benetos
arXiv preprint arXiv:1805.09164, 2018
182018
Understanding a Deep Machine Listening Model Through Feature Inversion
S Mishra, BL Sturm, S Dixon
International Society for Music Information Retrieval (ISMIR), 2018
162018
Global Counterfactual Explanations: Investigations, Implementations and Improvements
D Ley, S Mishra, D Magazzeni
arXiv preprint arXiv:2204.06917, 2022
122022
GAN-based Generation and Automatic Selection of Explanations for Neural Networks
S Mishra, D Stoller, E Benetos, BL Sturm, S Dixon
arXiv preprint arXiv:1904.09533, 2019
112019
Survey on the Robustness of Feature Importance and Counterfactual Explanations. arXiv 2021
S Mishra, S Dutta, J Long, DA Magazzeni
arXiv preprint arXiv:2111.00358, 0
7
GLOBE-CE: a translation based approach for global counterfactual explanations
D Ley, S Mishra, D Magazzeni
International Conference on Machine Learning, 19315-19342, 2023
62023
Atrial Fibrillation Stratification via Fibrillatory Wave Characterization Using the Filter Diagonalization Method
S Mishra, S Rammohan, KZ Rajab, G Dhillon, P Lambiase, R Hunter, ...
Computing in Cardiology, 1-4, 2019
62019
“What are You Listening to?” Explaining Predictions of Deep Machine Listening Systems
S Mishra, BL Sturm, S Dixon
2018 26th European Signal Processing Conference (EUSIPCO), 2260-2264, 2018
62018
On the Connection between Game-Theoretic Feature Attributions and Counterfactual Explanations
E Albini, S Sharma, S Mishra, D Dervovic, D Magazzeni
Proceedings of the 2023 AAAI/ACM Conference on AI, Ethics, and Society, 411-431, 2023
32023
Symbolic metamodels for interpreting black-boxes using primitive functions
M Abroshan, S Mishra, MM Khalili
Proceedings of the AAAI Conference on Artificial Intelligence 37 (6), 6649-6657, 2023
32023
Cross-Domain Graph Data Scaling: A Showcase with Diffusion Models
W Tang, H Mao, D Dervovic, I Brugere, S Mishra, Y Xie, J Tang
arXiv preprint arXiv:2406.01899, 2024
12024
Robust Algorithmic Recourse Under Model Multiplicity With Probabilistic Guarantees
F Hamman, E Noorani, S Mishra, D Magazzeni, S Dutta
IEEE Journal on Selected Areas in Information Theory, 2024
12024
METHOD AND SYSTEM FOR COMPUTING UNSTABILITY FACTORS IN PREDICTIVE MODEL
S Mishra, F Lecue, C Tilli, D Magazzeni, S Dutta, J Long
US Patent App. 18/112,272, 2024
2024
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