Ossi Räisä

According to our database, Ossi Räisä authored at least 5 papers between 2021 and 2024.

Collaborative distances:

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

2024

Noise-Aware Differentially Private Regression via Meta-Learning.

Ossi Räisä, Stratis Markou, Matthew Ashman, Wessel P. Bruinsma, Marlon Tobaben, Antti Honkela, Richard E. Turner

CoRR, 2024

A Bias-Variance Decomposition for Ensembles over Multiple Synthetic Datasets.

Ossi Räisä, Antti Honkela

CoRR, 2024

Subsampling is not Magic: Why Large Batch Sizes Work for Differentially Private Stochastic Optimisation.

Ossi Räisä, Joonas Jälkö, Antti Honkela

Proceedings of the Forty-first International Conference on Machine Learning, 2024

2023

Noise-Aware Statistical Inference with Differentially Private Synthetic Data.

Ossi Räisä, Joonas Jälkö, Samuel Kaski, Antti Honkela

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2023

2021

Differentially Private Hamiltonian Monte Carlo.

Ossi Räisä, Antti Koskela, Antti Honkela

CoRR, 2021