Áine Cahill

Machine learning research engineer, Apple

Joined

November 2021

Names

Áine Cahill (Preferred)

Emails

****@apple.com (Confirmed)

Personal Links

Career & Education History

Machine learning research engineer

Apple (apple.com)

2019 – Present

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

$\texttt{pfl-research}$: 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
Improved Modelling of Federated Datasets using Mixtures-of-Dirichlet-Multinomials
Jonathan Scott, Áine Cahill
- ICML 2024 Poster
- Readers: Everyone
Training a Tokenizer for Free with Private Federated Learning
Eugene Bagdasaryan, Congzheng Song, Rogier van Dalen, Matt Seigel, Áine Cahill
- Published: 27 Mar 2022, Last Modified: 05 May 2023
- FL4NLP@ACL2022
- Readers: Everyone

Co-Authors