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differential privacy

1010 papers

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Also known as

DPDL DP-SGD DP DPSGD MDP LDP

Co-occurring keywords

federated learning (1320) stochastic gradient descent (1088) sample complexity (1158) privacy preservation (376) privacy-preserving learning (115) regret bound (1918) privacy-preserving machine learning (99) large language model (12755) exponential mechanism (30) online learning (1770)

Papers

Differentially Private Bayesian Inference for Exponential Families NIPS 2018
Differential Privacy for Growing Databases NIPS 2018
Bounded-Loss Private Prediction Markets NIPS 2018
Differentially Private Regression with Gaussian Processes AISTATS 2018
Query Complexity of Bayesian Private Learning NIPS 2018
Differentially Private k-Means with Constant Multiplicative Error NIPS 2018
Smooth Sensitivity Based Approach for Differentially Private PCA ALT 2018
Mitigating Bias in Adaptive Data Gathering via Differential Privacy ICML 2018
Clustering Algorithms for the Centralized and Local Models ALT 2018
Differentially Private Contextual Linear Bandits NIPS 2018
Private Sequential Learning COLT 2018
Calibrating Noise to Variance in Adaptive Data Analysis COLT 2018
Corrupt Bandits for Preserving Local Privacy ALT 2018
Personalized and Private Peer-to-Peer Machine Learning AISTATS 2018
Differentially Private Change-Point Detection NIPS 2018
Local Private Hypothesis Testing: Chi-Square Tests ICML 2018
Karaoke: Distributed Private Messaging Immune to Passive Traffic Analysis OSDI 2018
Differentially Private Matrix Completion Revisited ICML 2018
Improving the Privacy and Accuracy of ADMM-Based Distributed Algorithms ICML 2018
INSPECTRE: Privately Estimating the Unseen ICML 2018
Minimax-Optimal Privacy-Preserving Sparse PCA in Distributed Systems AISTATS 2018
Locally Private Hypothesis Testing ICML 2018
Privacy-preserving Prediction COLT 2018
Differentially Private Robust Low-Rank Approximation NIPS 2018
Differentially Private Identity and Equivalence Testing of Discrete Distributions ICML 2018