Margarita Vinaroz

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 8

Top Topics

Differentially Private

Diffusion Models

Top Venues

Trans. Mach. Learn. Res.

Publications

Margarita Vinaroz, Mijung Park
Differentially Private Kernel Inducing Points using features from ScatterNets (DP-KIP-ScatterNet) for Privacy Preserving Data Distillation. Trans. Mach. Learn. Res. 2024 (2024)
Margarita Vinaroz, Mijung Park
Differentially Private Kernel Inducing Points (DP-KIP) for Privacy-preserving Data Distillation. CoRR (2023)
Saiyue Lyu, Margarita Vinaroz, Michael F. Liu, Mijung Park
Differentially Private Latent Diffusion Models. CoRR (2023)
Margarita Vinaroz, Mohammad-Amin Charusaie, Frederik Harder, Kamil Adamczewski, Mijung Park
Hermite Polynomial Features for Private Data Generation. ICML (2022)
Margarita Vinaroz, Mijung Park
Differentially Private Stochastic Expectation Propagation. Trans. Mach. Learn. Res. 2022 (2022)
Mijung Park, Margarita Vinaroz, Wittawat Jitkrittum
ABCDP: Approximate Bayesian Computation with Differential Privacy. Entropy 23 (8) (2021)
Margarita Vinaroz, Mijung Park
DP-SEP! Differentially Private Stochastic Expectation Propagation. CoRR (2021)
Mijung Park, Margarita Vinaroz, Mohammad-Amin Charusaie, Frederik Harder
Polynomial magic! Hermite polynomials for private data generation. CoRR (2021)