Margarita Vinaroz

According to our database, Margarita Vinaroz authored at least 8 papers between 2021 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Differentially Private Kernel Inducing Points using features from ScatterNets (DP-KIP-ScatterNet) for Privacy Preserving Data Distillation.

Margarita Vinaroz, Mijung Park

Trans. Mach. Learn. Res., 2024

2023

Differentially Private Latent Diffusion Models.

Saiyue Lyu, Margarita Vinaroz, Michael F. Liu, Mijung Park

CoRR, 2023

Differentially Private Kernel Inducing Points (DP-KIP) for Privacy-preserving Data Distillation.

Margarita Vinaroz, Mijung Park

CoRR, 2023

2022

Differentially Private Stochastic Expectation Propagation.

Margarita Vinaroz, Mijung Park

Trans. Mach. Learn. Res., 2022

Hermite Polynomial Features for Private Data Generation.

Margarita Vinaroz, Mohammad-Amin Charusaie, Frederik Harder, Kamil Adamczewski, Mijung Park

Proceedings of the International Conference on Machine Learning, 2022

2021

ABCDP: Approximate Bayesian Computation with Differential Privacy.

Mijung Park, Margarita Vinaroz, Wittawat Jitkrittum

Entropy, 2021

DP-SEP! Differentially Private Stochastic Expectation Propagation.

Margarita Vinaroz, Mijung Park

CoRR, 2021

Polynomial magic! Hermite polynomials for private data generation.

Mijung Park, Margarita Vinaroz, Mohammad-Amin Charusaie, Frederik Harder

CoRR, 2021