Áine Cahill

3 papers · 2020–2024 · 3 conferences · across top CS/AI conferences

Achievements

🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (3) 🐝 Cross-Pollinator (11) 🐣 Hot Topic Early Bird

Conferences

ICML (1) INTERSPEECH (1) NIPS (1)

Top co-authors

Filip Granqvist (2) Rogier van Dalen (2) Stephen Shum (1) Matt Seigel (1) Jonathan Scott (1) Natarajan Krishnaswami (1) Mona Chitnis (1) Xiaojun Feng (1) Vojta Jina (1) Congzheng Song (1)

Keywords

federated learning (2) differential privacy (2) multi-task learning (1) knowledge distillation (1) privacy-preserving learning (1) speaker verification (1) private learning (1) simulation framework (1) privacy algorithm (1) cross-device fl (1)

Papers

$\texttt{pfl-research}$: simulation framework for accelerating research in Private Federated Learning NIPS 2024

Improved Modelling of Federated Datasets using Mixtures-of-Dirichlet-Multinomials ICML 2024

Improving On-Device Speaker Verification Using Federated Learning with Privacy INTERSPEECH 2020