Aki Rehn

According to our database, Aki Rehn authored at least 4 papers between 2025 and 2026.

Collaborative distances:

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

2026

Beyond Square Roots: Explicit Memory-Efficient Factorization for Multi-Epoch Private Learning.

Nikita P. Kalinin, Aki Rehn, Joel Daniel Andersson, Antti Honkela, Christoph H. Lampert

CoRR, May, 2026

2025

On Optimal Hyperparameters for Differentially Private Deep Transfer Learning.

Aki Rehn, Linzh Zhao, Mikko A. Heikkilä, Antti Honkela

CoRR, October, 2025

An Interactive Framework for Finding the Optimal Trade-off in Differential Privacy.

Yaohong Yang, Aki Rehn, Sammie Katt, Antti Honkela, Samuel Kaski

CoRR, September, 2025

Mitigating Disparate Impact of Differentially Private Learning through Bounded Adaptive Clipping.

Linzh Zhao, Aki Rehn, Mikko A. Heikkilä, Razane Tajeddine, Antti Honkela

CoRR, June, 2025