22 citations · 34 across the 10 of their papers we have counts for
Showing 2022Show all
2 papers · 1 filter
stat.ML2022★ 2 cited
Noise-Aware Statistical Inference with Differentially Private Synthetic Data
Ossi Räisä, Joonas Jälkö, Samuel Kaski +1
While generation of synthetic data under differential privacy (DP) has received a lot of attention in the data privacy community, analysis of synthetic data has received much less.…
cs.LG2022
Zero-Shot Assistance in Sequential Decision Problems
Sebastiaan De Peuter, Samuel Kaski
We consider the problem of creating assistants that can help agents solve new sequential decision problems, assuming the agent is not able to specify the reward function explicitly…