"au:"Ossi Räisä"" — arXiv2 Search

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"au:"Ossi Räisä"" — arXiv2 Search

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May 28, 2022Noise-Aware Statistical Inference with Differentially Private Synthetic Data Sep 26, 2025Accuracy-First Rényi Differential Privacy and Post-Processing Immunity Feb 6, 2024A Bias-Variance Decomposition for Ensembles over Multiple Synthetic Datasets May 26, 2023On Consistent Bayesian Inference from Synthetic Data Jun 17, 2021Differentially Private Hamiltonian Monte Carlo Feb 6, 2024Subsampling is not Magic: Why Large Batch Sizes Work for Differentially Private Stochastic Optimisation Jun 12, 2024Noise-Aware Differentially Private Regression via Meta-Learning May 28, 2025Position: All Current Generative Fidelity and Diversity Metrics are Flawed Feb 6, 2026$f$-Differential Privacy Filters: Validity and Approximate Solutions