Valtteri Nieminen

According to our database, Valtteri Nieminen authored at least 4 papers between 2023 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2024

Does Differentially Private Synthetic Data Lead to Synthetic Discoveries?

Ileana Montoya Perez, Parisa Movahedi, Valtteri Nieminen, Antti Airola, Tapio Pahikkala

CoRR, 2024

Benchmarking Evaluation Protocols for Classifiers Trained on Differentially Private Synthetic Data.

Parisa Movahedi, Valtteri Nieminen, Ileana Montoya Perez, Hiba Daafane, Dishant Sukhwal, Tapio Pahikkala, Antti Airola

IEEE Access, 2024

2023

Empirical Evaluation of Amplifying Privacy by Subsampling for GANs to Create Differentially Private Synthetic Tabular Data.

Valtteri Nieminen, Tapio Pahikkala, Antti Airola

Proceedings of the Annual Symposium of Computer Science 2023 co-located with The International Conference on Evaluation and Assessment in Software Engineering (EASE 2023), 2023

Evaluating Classifiers Trained on Differentially Private Synthetic Health Data.

Parisa Movahedi, Valtteri Nieminen, Ileana Montoya Perez, Tapio Pahikkala, Antti Airola

Proceedings of the 36th IEEE International Symposium on Computer-Based Medical Systems, 2023