Heikkilä, Mikko A.

6 publications

ICLR 2026 On Optimal Hyperparameters for Differentially Private Deep Transfer Learning Aki Rehn, Linzh Zhao, Mikko A. Heikkilä, Antti Honkela

TMLR 2025 On Using Secure Aggregation in Differentially Private Federated Learning with Multiple Local Steps Mikko A. Heikkilä

ICLR 2025 Speech Robust Bench: A Robustness Benchmark for Speech Recognition Muhammad A Shah, David Solans Noguero, Mikko A. Heikkilä, Bhiksha Raj, Nicolas Kourtellis

TMLR 2023 Differentially Private Partitioned Variational Inference Mikko A. Heikkilä, Matthew Ashman, Siddharth Swaroop, Richard E Turner, Antti Honkela

TMLR 2023 Numerical Accounting in the Shuffle Model of Differential Privacy Antti Koskela, Mikko A. Heikkilä, Antti Honkela

NeurIPSW 2021 Tight Accounting in the Shuffle Model of Differential Privacy Antti Koskela, Mikko A. Heikkilä, Antti Honkela