Privacy with Estimation Guarantees

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Privacy with Estimation Guarantees

2 October 2017

Flavio du Pin Calmon

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Papers citing "Privacy with Estimation Guarantees"

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Title
Fundamental Limits of Perfect Concept Erasure Somnath Basu Roy Chowdhury Avinava Dubey Ahmad Beirami Rahul Kidambi Nicholas Monath Amr Ahmed Snigdha Chaturvedi 107 1 0 25 Mar 2025
Information Density Bounds for Privacy Sara Saeidian Leonhard Grosse Parastoo Sadeghi Mikael Skoglund T. Oechtering 60 1 0 01 Jul 2024
Quantifying Privacy via Information Density Leonhard Grosse Sara Saeidian Parastoo Sadeghi T. Oechtering Mikael Skoglund 34 5 0 20 Feb 2024
Preserving Topology of Network Systems: Metric, Analysis, and Optimal Design Yushan Li Zitong Wang Jianping He Cailian Chen X. Guan 53 0 0 31 Jul 2023
The Privacy-Utility Tradeoff in Rank-Preserving Dataset Obfuscation Mahshad Shariatnasab Farhad Shirani S. S. Iyengar 47 0 0 11 May 2023
Summary Statistic Privacy in Data Sharing Zinan Lin Shuaiqi Wang Vyas Sekar Giulia Fanti 76 7 0 03 Mar 2023
Ultra-marginal Feature Importance: Learning from Data with Causal Guarantees Joseph Janssen Vincent Guan Elina Robeva 66 7 0 21 Apr 2022
Quantum algorithms for SVD-based data representation and analysis Armando Bellante Alessandro Luongo S. Zanero 44 9 0 19 Apr 2021
Bottleneck Problems: Information and Estimation-Theoretic View S. Asoodeh Flavio du Pin Calmon 37 18 0 12 Nov 2020
Data-driven Regularized Inference Privacy C. Wang Wee Peng Tay 89 3 0 10 Oct 2020
To Split or Not to Split: The Impact of Disparate Treatment in Classification Hao Wang Hsiang Hsu Mario Díaz Flavio du Pin Calmon 115 23 0 12 Feb 2020
An Information Theoretic Interpretation to Deep Neural Networks Shao-Lun Huang Xiangxiang Xu Lizhong Zheng G. Wornell FAtt 90 44 0 16 May 2019