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Krishna P. Gummadi

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MPI-SWS

Detecting and Mitigating Test-time Failure Risks via Model-agnostic Uncertainty Learning

Sep 09, 2021
Preethi Lahoti, Krishna P. Gummadi, Gerhard Weikum

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Loss-Aversively Fair Classification

May 10, 2021
Junaid Ali, Muhammad Bilal Zafar, Adish Singla, Krishna P. Gummadi

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Accounting for Model Uncertainty in Algorithmic Discrimination

May 10, 2021
Junaid Ali, Preethi Lahoti, Krishna P. Gummadi

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CrossWalk: Fairness-enhanced Node Representation Learning

May 06, 2021
Ahmad Khajehnejad, Moein Khajehnejad, Mahmoudreza Babaei, Krishna P. Gummadi, Adrian Weller, Baharan Mirzasoleiman

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When the Umpire is also a Player: Bias in Private Label Product Recommendations on E-commerce Marketplaces

Feb 02, 2021
Abhisek Dash, Abhijnan Chakraborty, Saptarshi Ghosh, Animesh Mukherjee, Krishna P. Gummadi

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On Fair Virtual Conference Scheduling: Achieving Equitable Participant and Speaker Satisfaction

Oct 24, 2020
Gourab K Patro, Abhijnan Chakraborty, Niloy Ganguly, Krishna P. Gummadi

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Unifying Model Explainability and Robustness via Machine-Checkable Concepts

Jul 02, 2020
Vedant Nanda, Till Speicher, John P. Dickerson, Krishna P. Gummadi, Muhammad Bilal Zafar

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On Fair Selection in the Presence of Implicit Variance

Jun 24, 2020
Vitalii Emelianov, Nicolas Gast, Krishna P. Gummadi, Patrick Loiseau

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Fair Inputs and Fair Outputs: The Incompatibility of Fairness in Privacy and Accuracy

May 24, 2020
Bashir Rastegarpanah, Mark Crovella, Krishna P. Gummadi

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