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Research Papers

All authors were affiliated with J.P.ÌýMorgan AI Research at the time of publication, unless otherwise specified.

Junqi Jiang, Tom Bewley, Saumitra Mishra, Freddy Lecue, Manuela Veloso

International Conference on Learning Representations (ICLR), January 2025

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Mattia Villani, Emanuele Albini, Shubham Sharma, Salim Amoukou, Saumitra Mishra, Daniele Magazzeni, Manuela Veloso

AAAI Conference on AI, Ethics, and Society (AIES), October 2024

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Salim I Amoukou, Tom Bewley, Saumitra Mishra, Freddy Lecue, Daniele Magazzeni, Manuela Veloso

Conference on Neural Information Processing Systems (NeurIPS), September 2024

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Danial Dervovic, Freddy Lecue, Nicolas Marchesotti, Daniele Magazzeni

International Joint Conference on Artificial Intelligence (IJCAI), August 2024

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Sanjay Kariyappa, Freddy Lecue, Saumitra Mishra, Christopher Pond, Daniele Magazzeni, Manuela Veloso

International Conference on Machine Learning (ICML), July 2024

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Tom Bewley, Salim Amoukou, Saumitra Mishra, Daniele Magazzeni, Manuela Veloso

International Conference on Machine Learning (ICML), July 2024

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Yvonne Zhou, Mingyu Liang, Ivan Brugere, Dana Dachman-Soled, Danial Dervovic, Antigoni Polychroniadou, Min Wu

International Conference on Machine Learning (ICML), July 2024

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Faisal Hamman, Erfaun Noorani, Saumitra Mishra, Daniele Magazzeni, Sanghamitra Dutta

IEEE Journal on Selected Areas in Information Theory, Special Issue: Information-Theoretic Methods for Trustworthy and Reliable Machine Learning, May 2024

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Sanjay Kariyappa, Leonidas Tsepenekas, Freddy Lecue, Daniele Magazzeni

AAAI Conference on Artificial Intelligence (AAAI), February 2024

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Haochen Wu, Shubham Sharma, Sunandita Patra, and Sriram Gopalakrishnan

AAAI Conference on Artificial Intelligence (AAAI), February 2024

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Leonidas Tsepenekas, Ivan Brugere, Freddy Lecue, Daniele Magazzeni

Conference on Neural Information Processing Systems (NeurIPS), September 2023

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Shubham Sharma, Sanghamitra Dutta, Emanuele Albini, Freddy Lecue, Daniele Magazzeni, Manuela Veloso

AAAI/ACM Conference on AI Ethics and Society (AIES), May 2023

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Emanuele Albini, Shubham Sharma, Saumitra Mishra, Danial Dervovic, Daniele Magazzeni

AAAI/ACM Conference on AI Ethics and Society (AIES), May 2023

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Dan Ley, Saumitra Mishra, Daniele Magazzeni

International Conference on Machine Learning (ICML), April 2023

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Faisal Hamman (external), Erfaun Noorani (external), Saumitra Mishra, Daniele Magazzeni, Sanghamitra Dutta (external)

International Conference on Machine Learning (ICML), April 2023

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Natraj Raman, Daniele Magazzeni, Sameena Shah

International Conference on Artificial Intelligence and Statistics (AISTATS), January 2023

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Jing Ma (external), Ruocheng Guo (external), Saumitra Mishra, Aidong Zhang (external), Jundong Li (external)

Neural Information Processing Systems (NeurIPS’22), December 2022

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Sanghamitra Dutta, Jason Long, Saumitra Mishra, Cecilia Tilli, Daniele Magazzeni

International Conference on Machine Learning (ICML’22), July 2022

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Alberto Pozanco, Francesca Mosca, Parisa Zehtabi, Daniele Magazzeni, Sarit Kraus

ICAPS'22, June 2022

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Joshua Lockhart, Nicolas Marchesotti, Daniele Magazzeni, Manuela Veloso

ICLR'22 Workshop on Socially Responsible Machine Learning, April 2022

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Dan Ley, Saumitra Mishra, Daniele Magazzeni

ICLR'22 Workshop on Privacy Accountability, Interpretability, Robustness, Reasoning on Structured Data, March 2022

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Emanuele Albini, Jason Long, Danial Dervovic, Daniele Magazzeni

ACM Conference on Fairness, Accountability, and Transparency (FAccT'22), January 2022

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Saumitra Mishra, Sanghamitra Dutta, Jason Long, Daniele Magazzeni

ICAIF’21 Workshop on Explainable AI in Finance, November 2021

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Thomas Spooner, Danial Dervovic, Jason Long, Jon Shepard, Jiahao Chen, Daniele Magazzeni

ICML’21 Workshop on Algorithmic Recourse, July 2021