Ossi Räisä

According to our database, Ossi Räisä authored at least 10 papers between 2021 and 2026.

Collaborative distances:

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

2026

On Reliability of Efficient Membership Inference Vulnerability Evaluation.

Joonas Jälkö, Gauri Pradhan, Ossi Räisä, Antti Honkela

CoRR, May, 2026

<i>f</i>-Differential Privacy Filters: Validity and Approximate Solutions.

Long Tran, Antti Koskela, Ossi Räisä, Antti Honkela

CoRR, February, 2026

2025

Accuracy-First Rényi Differential Privacy and Post-Processing Immunity.

Ossi Räisä, Antti Koskela, Antti Honkela

CoRR, September, 2025

On Consistent Bayesian Inference from Synthetic Data.

Ossi Räisä, Joonas Jälkö, Antti Honkela

J. Mach. Learn. Res., 2025

Position: All Current Generative Fidelity and Diversity Metrics are Flawed.

Ossi Räisä, Boris van Breugel, Mihaela van der Schaar

Proceedings of the Forty-second International Conference on Machine Learning, 2025

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

Ossi Räisä, Antti Honkela

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2025

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

Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 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