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ORCIDFlávio P. Calmon
- > Home > Persons > Flávio P. Calmon
Publications
- 2024
[j22]Wael Alghamdi
, Flávio P. Calmon:
Measuring Information From Moments. IEEE Trans. Inf. Theory 70(2): 763-802 (2024)- 2023
- [c63]Wael Alghamdi, Juan Felipe Gómez, Shahab Asoodeh, Flávio P. Calmon, Oliver Kosut, Lalitha Sankar:
The Saddle-Point Method in Differential Privacy. ICML 2023: 508-528 - [c60]Wael Alghamdi, Shahab Asoodeh, Flávio P. Calmon, Juan Felipe Gómez, Oliver Kosut, Lalitha Sankar:
Optimal Multidimensional Differentially Private Mechanisms in the Large-Composition Regime. ISIT 2023: 2195-2200 - [c59]Wael Alghamdi, Shahab Asoodeh, Flávio P. Calmon, Juan Felipe Gómez, Oliver Kosut, Lalitha Sankar:
Schrödinger Mechanisms: Optimal Differential Privacy Mechanisms for Small Sensitivity. ISIT 2023: 2201-2206 - [c57]Carol Xuan Long, Hsiang Hsu, Wael Alghamdi, Flávio P. Calmon:
Individual Arbitrariness and Group Fairness. NeurIPS 2023 - [i59]Carol Xuan Long, Hsiang Hsu, Wael Alghamdi, Flávio P. Calmon:
Arbitrariness Lies Beyond the Fairness-Accuracy Frontier. CoRR abs/2306.09425 (2023) - 2022
- [c54]Wael Alghamdi, Shahab Asoodeh, Flávio P. Calmon, Oliver Kosut, Lalitha Sankar, Fei Wei:
Cactus Mechanisms: Optimal Differential Privacy Mechanisms in the Large-Composition Regime. ISIT 2022: 1838-1843 - [c52]Wael Alghamdi, Hsiang Hsu, Haewon Jeong, Hao Wang, Peter Michalák, Shahab Asoodeh, Flávio P. Calmon:
Beyond Adult and COMPAS: Fair Multi-Class Prediction via Information Projection. NeurIPS 2022 - [i54]Wael Alghamdi, Hsiang Hsu, Haewon Jeong, Hao Wang, P. Winston Michalak, Shahab Asoodeh, Flávio P. Calmon:
Beyond Adult and COMPAS: Fairness in Multi-Class Prediction. CoRR abs/2206.07801 (2022) - [i53]Wael Alghamdi, Shahab Asoodeh, Flávio P. Calmon, Oliver Kosut, Lalitha Sankar, Fei Wei:
Cactus Mechanisms: Optimal Differential Privacy Mechanisms in the Large-Composition Regime. CoRR abs/2207.00420 (2022) - [i51]Wael Alghamdi, Shahab Asoodeh, Flávio P. Calmon, Juan Felipe Gómez, Oliver Kosut, Lalitha Sankar, Fei Wei:
The Saddle-Point Accountant for Differential Privacy. CoRR abs/2208.09595 (2022) - 2021
- [c45]Wael Alghamdi, Flávio P. Calmon:
Polynomial Approximations of Conditional Expectations in Scalar Gaussian Channels. ISIT 2021: 420-425 - [i46]Wael Alghamdi, Flávio P. Calmon:
Polynomial Approximations of Conditional Expectations in Scalar Gaussian Channels. CoRR abs/2102.05970 (2021) - [i44]Wael Alghamdi, Flávio P. Calmon:
Measuring Information from Moments. CoRR abs/2109.00649 (2021) - 2020
- [c32]Wael Alghamdi, Shahab Asoodeh, Hao Wang, Flávio P. Calmon, Dennis Wei, Karthikeyan Natesan Ramamurthy:
Model Projection: Theory and Applications to Fair Machine Learning. ISIT 2020: 2711-2716 - 2019
- [c25]Wael Alghamdi, Flávio P. Calmon:
Mutual Information as a Function of Moments. ISIT 2019: 3122-3126
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