Ossi Räisä
6 papers · 2023–2025 · 4 conferences · across top CS/AI conferences
Achievements
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Interdisciplinary Bridge
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Keyword Pioneer
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Conference Polyglot
(4)
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Cross-Pollinator
(8)
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Taxonomy Completionist
(11)
Conferences
AISTATS (2)
ICML (2)
JMLR (1)
NIPS (1)
Top co-authors
Research topics
Keywords
differential privacy
(3)
bayesian inference
(2)
synthetic datum
(2)
posterior sampling
(1)
synthetic data generation
(1)
bayesian modeling
(1)
gaussian process
(1)
posterior predictive
(1)
uncertainty quantification
(1)
confidence interval
(1)
uncertainty estimation
(1)
convolutional conditional neural process
(1)
well-calibrated prediction
(1)
functional mechanism
(1)
simulated datum
(1)
multiple imputation
(1)
neural process
(1)
Papers
A Bias-Variance Decomposition for Ensembles over Multiple Synthetic Datasets
AISTATS 2025
Position: All Current Generative Fidelity and Diversity Metrics are Flawed
ICML 2025
On Consistent Bayesian Inference from Synthetic Data
JMLR 2025
Noise-Aware Differentially Private Regression via Meta-Learning
NIPS 2024
Subsampling is not Magic: Why Large Batch Sizes Work for Differentially Private Stochastic Optimisation
ICML 2024
Noise-Aware Statistical Inference with Differentially Private Synthetic Data
AISTATS 2023