Javier Fernndez-Marqus
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
13
Venues
10
Active years
2015–2024
Best venue rank
A*
Where they publish
Papers
13 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2024 | ICML | Recurrent Early Exits for Federated Learning with Heterogeneous Clients. | Royson Lee, Javier Fernndez-Marqus, Shell Xu Hu, Da Li, Stefanos Laskaridis, Lukasz Dudziak, Timothy M. Hospedales, Ferenc Huszr, Nicholas Donald Lane |
| 2024 | KDD | Privacy-Preserving Federated Learning using Flower Framework. | Mohammad Naseri, Javier Fernndez-Marqus, Yan Gao, Heng Pan |
| 2022 | EuroSys | Deep learning on microcontrollers: a study on deployment costs and challenges. | Filip Svoboda, Javier Fernndez-Marqus, Edgar Liberis, Nicholas D. Lane |
| 2022 | ICASSP | End-to-End Speech Recognition from Federated Acoustic Models. | Yan Gao, Titouan Parcollet, Salah Zaiem, Javier Fernndez-Marqus, Pedro P. B. de Gusmao, Daniel J. Beutel, Nicholas D. Lane |
| 2022 | ICLR | ZeroFL: Efficient On-Device Training for Federated Learning with Local Sparsity. | Xinchi Qiu, Javier Fernndez-Marqus, Pedro P. B. de Gusmao, Yan Gao, Titouan Parcollet, Nicholas Donald Lane |
| 2022 | Interspeech | Federated Self-supervised Speech Representations: Are We There Yet? | Yan Gao, Javier Fernndez-Marqus, Titouan Parcollet, Abhinav Mehrotra, Nicholas D. Lane |
| 2021 | FCCM | unzipFPGA: Enhancing FPGA-based CNN Engines with On-the-Fly Weights Generation. | Stylianos I. Venieris, Javier Fernndez-Marqus, Nicholas D. Lane |
| 2021 | ICLR | Degree-Quant: Quantization-Aware Training for Graph Neural Networks. | Shyam Anil Tailor, Javier Fernndez-Marqus, Nicholas Donald Lane |
| 2019 | ICLR | An Empirical study of Binary Neural Networks' Optimisation. | Milad Alizadeh, Javier Fernndez-Marqus, Nicholas D. Lane, Yarin Gal |
| 2018 | IJCAI | Deterministic Binary Filters for Convolutional Neural Networks. | Vincent W. S. Tseng, Sourav Bhattacharya, Javier Fernndez-Marqus, Milad Alizadeh, Catherine Tong, Nicholas D. Lane |
| 2018 | Mobisys | Deterministic binary filters for keyword spotting applications. | Javier Fernndez-Marqus, Vincent W. S. Tseng, Sourav Bhattacharya, Nicholas D. Lane |
| 2018 | Mobisys | On-the-fly deterministic binary filters for memory efficient keyword spotting applications on embedded devices. | Javier Fernndez-Marqus, Vincent W. S. Tseng, Sourav Bhattacharya, Nicholas D. Lane |
| 2015 | ICIP | Quantification of the 3D collagen network geometry in confocal reflection microscopy. | Martin Maska, Cristina Ederra, Javier Fernndez-Marqus, Arrate Muoz-Barrutia, Michal Kozubek, Carlos Ortiz-de-Solorzano |