On Connecting Stochastic Gradient MCMC and Differential Privacy

On Connecting Stochastic Gradient MCMC and Differential Privacy

25 December 2017

Lawrence Carin

Papers citing "On Connecting Stochastic Gradient MCMC and Differential Privacy"

7 / 7 papers shown

Title
Stability Based Generalization Bounds for Exponential Family Langevin Dynamics A. Banerjee Tiancong Chen Xinyan Li Yingxue Zhou 23 8 0 09 Jan 2022
Differentially private stochastic expectation propagation (DP-SEP) Margarita Vinaroz Mijung Park 25 1 0 25 Nov 2021
Survey: Leakage and Privacy at Inference Time Marija Jegorova Chaitanya Kaul Charlie Mayor Alison Q. OÑeil Alexander Weir Roderick Murray-Smith Sotirios A. Tsaftaris PILM MIACV 17 71 0 04 Jul 2021
Differentially Private Hamiltonian Monte Carlo Ossi Raisa A. Koskela Antti Honkela 13 6 0 17 Jun 2021
Differentially Private Bayesian Inference for Generalized Linear Models Tejas D. Kulkarni Joonas Jälkö A. Koskela Samuel Kaski Antti Honkela 29 31 0 01 Nov 2020
Differentially Private Markov Chain Monte Carlo Mikko A. Heikkilä Joonas Jälkö O. Dikmen Antti Honkela 21 25 0 29 Jan 2019
On the Convergence of Stochastic Gradient MCMC Algorithms with High-Order Integrators Changyou Chen Nan Ding Lawrence Carin 37 158 0 21 Oct 2016