Ossi Räisä

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 6

Top Topics

Variance Reduction

Statistical Inference

Contingency Tables

Differentially Private

Top Venues

Publications

Ossi Räisä, Stratis Markou, Matthew Ashman, Wessel P. Bruinsma, Marlon Tobaben, Antti Honkela, Richard E. Turner
Noise-Aware Differentially Private Regression via Meta-Learning. CoRR (2024)
Ossi Räisä, Joonas Jälkö, Antti Honkela
Subsampling is not Magic: Why Large Batch Sizes Work for Differentially Private Stochastic Optimisation. CoRR (2024)
Ossi Räisä, Antti Honkela
A Bias-Variance Decomposition for Ensembles over Multiple Synthetic Datasets. CoRR (2024)
Ossi Räisä, Joonas Jälkö, Samuel Kaski, Antti Honkela
Noise-Aware Statistical Inference with Differentially Private Synthetic Data. AISTATS (2023)
Ossi Räisä, Joonas Jälkö, Samuel Kaski, Antti Honkela
Noise-Aware Statistical Inference with Differentially Private Synthetic Data. CoRR (2022)
Ossi Räisä, Antti Koskela, Antti Honkela
Differentially Private Hamiltonian Monte Carlo. CoRR (2021)