conftrace_

privacy-preserving algorithm

12 papers

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Co-occurring keywords

differential privacy (1016) top-k selection (20) exponential mechanism (30) multiparty classification (1) laplace mechanism (7) matroid constraint (50) scientific discovery (44) distribution estimation (71) causal graph discovery (4) shuffle model (11)

Papers

Faster Differentially Private Top-$k$ Selection: A Joint Exponential Mechanism with Pruning NIPS 2024
Differentially Private Set Representations NIPS 2024
Faster approximate subgraph counts with privacy NIPS 2023
Anonymized Histograms in Intermediate Privacy Models NIPS 2022
A Joint Exponential Mechanism For Differentially Private Top-$k$ ICML 2022
Differentially Private Maximal Information Coefficients ICML 2022
Private Rank Aggregation in Central and Local Models AAAI 2022
Towards practical differentially private causal graph discovery NIPS 2020
Differentially Private Submodular Maximization: Data Summarization in Disguise ICML 2017
The Large Margin Mechanism for Differentially Private Maximization NIPS 2014
A Differentially Private Stochastic Gradient Descent Algorithm for Multiparty Classification AISTATS 2012
Privacy-Preserving Belief Propagation and Sampling NIPS 2007