Martin Pelikan

Researcher, Apple

Joined

July 2023

Names

Martin Pelikan (Preferred)

Emails

****@protonmail.com (Confirmed)

Personal Links

Career & Education History

Researcher

Apple (apple.com)

2019 – Present

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

Enabling Differentially Private Federated Learning for Speech Recognition: Benchmarks, Adaptive Optimizers, and Gradient Clipping
Martin Pelikan, Sheikh Shams Azam, Vitaly Feldman, Jan Silovsky, Kunal Talwar, Christopher Brinton, Tatiana Likhomanenko
- NeurIPS 2025 poster
- Readers: Everyone
$\texttt{pfl-research}$: simulation framework for accelerating research in Private Federated Learning
Filip Granqvist, Congzheng Song, Áine Cahill, Rogier van Dalen, Martin Pelikan, YI SHENG CHAN, Xiaojun Feng, Natarajan Krishnaswami, Vojta J, Mona Chitnis
- FL@FM-NeurIPS'24 Oral
- Readers: Everyone
$\texttt{pfl-research}$: simulation framework for accelerating research in Private Federated Learning
Filip Granqvist, Congzheng Song, Áine Cahill, Rogier van Dalen, Martin Pelikan, YI SHENG CHAN, Xiaojun Feng, Natarajan Krishnaswami, Vojta J, Mona Chitnis
- NeurIPS 2024 Track Datasets and Benchmarks Poster
- Readers: Everyone
Federated Learning for Speech Recognition: Revisiting Current Trends Towards Large-Scale ASR
Sheikh Shams Azam, Martin Pelikan, Vitaly Feldman, Kunal Talwar, Jan Silovsky, Tatiana Likhomanenko
- FL@FM-NeurIPS’23 Oral
- Readers: Everyone
Federated Learning with Differential Privacy for End-to-End Speech Recognition
Martin Pelikan, Sheikh Shams Azam, Vitaly Feldman, Jan Silovsky, Kunal Talwar, Tatiana Likhomanenko
- ICLR 2024 Conference Withdrawn Submission
- Readers: Everyone

Co-Authors