Javier Fernández-Marqués

6 papers · 2019–2024 · 4 conferences · across top CS/AI conferences

Achievements

🌉 Interdisciplinary Bridge 🌍 Conference Polyglot (4) 🏃 Academic Marathon (5) 🐝 Cross-Pollinator (14) ❓ The Questioner

Conferences

ICLR (3) ICML (1) INTERSPEECH (1) JMLR (1)

Top co-authors

Nicholas Donald Lane (3) Yan Gao (3) Titouan Parcollet (3) Nicholas D. Lane (2) Xinchi Qiu (2) Da Li (1) Milad Alizadeh (1) Daniel J. Beutel (1) Abhinav Mehrotra (1) Shyam Anil Tailor (1)

Keywords

federated learning (2) self-supervised learning (1) speech processing (1) energy consumption (1) speech representation (1) environmental impact (1) carbon footprint (1)

Papers

Recurrent Early Exits for Federated Learning with Heterogeneous Clients ICML 2024

A First Look into the Carbon Footprint of Federated Learning JMLR 2023

ZeroFL: Efficient On-Device Training for Federated Learning with Local Sparsity ICLR 2022

Federated Self-supervised Speech Representations: Are We There Yet? INTERSPEECH 2022

Degree-Quant: Quantization-Aware Training for Graph Neural Networks ICLR 2021

An Empirical study of Binary Neural Networks' Optimisation ICLR 2019