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Saumitra Mishra
Saumitra Mishra
Vice President 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
1372017
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
302018
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
232021
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
202022
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
152022
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
152020
Understanding a Deep Machine Listening Model Through Feature Inversion
S Mishra, BL Sturm, S Dixon
International Society for Music Information Retrieval (ISMIR), 2018
152018
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
152018
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
92019
“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
Global Counterfactual Explanations: Investigations, Implementations and Improvements
D Ley, S Mishra, D Magazzeni
arXiv preprint arXiv:2204.06917, 2022
52022
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
32019
Robust Counterfactual Explanations for Neural Networks With Probabilistic Guarantees
F Hamman, E Noorani, S Mishra, D Magazzeni, S Dutta
arXiv preprint arXiv:2305.11997, 2023
22023
Symbolic Metamodels for Interpreting Black-boxes Using Primitive Functions
M Abroshan, S Mishra, MM Khalili
arXiv preprint arXiv:2302.04791, 2023
22023
SYSTEM AND METHOD FOR PROVIDING GLOBAL COUNTERFACTUAL EXPLANATIONS IN ARTIFICIAL INTELLIGENCE
S Mishra, D Ley, D Magazzeni
US Patent App. 18/126,081, 2023
2023
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
2023
GLOBE-CE: A Translation-Based Approach for Global Counterfactual Explanations
D Ley, S Mishra, D Magazzeni
arXiv preprint arXiv:2305.17021, 2023
2023
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