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AIM Faculty & Staff
Sanghamitra Dutta
Sanghamitra Dutta
Assistant Professor, Electrical and Computer Engineering
AIM Pillars: Social Justice
Latest Papers
What If, But Privately: Private Counterfactual Retrieval
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IEEE Transactions on Information Theory
UMD Author(s): Sanghamitra Dutta
Foundations of Efficient Model Reconstruction Using Counterfactual Explanations
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IEEE Journal on Selected Areas in Information Theory
UMD Author(s): Sanghamitra Dutta
Robust Algorithmic Recourse Under Model Multiplicity With Probabilistic Guarantees
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IEEE Journal on Selected Areas in Information Theory
UMD Author(s): Sanghamitra Dutta
Fairness Under Feature Exemptions: Counterfactual and Observational Measures
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IEEE Transactions on Information Theory
UMD Author(s): Sanghamitra Dutta
Slow and Stale Gradients Can Win the Race
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IEEE Journal on Selected Areas in Information Theory
UMD Author(s): Sanghamitra Dutta
Information Flow in Computational Systems
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IEEE Transactions on Information Theory
UMD Author(s): Sanghamitra Dutta
Addressing Unreliability in Emerging Devices and Non-von Neumann Architectures Using Coded Computing
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Proceedings of the IEEE
UMD Author(s): Sanghamitra Dutta