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Edgar Liberis
Edgar Liberis
Verified email at cst.cam.ac.uk
Title
Cited by
Cited by
Year
Parapred: antibody paratope prediction using convolutional and recurrent neural networks
E Liberis, P Veličković, P Sormanni, M Vendruscolo, P Liò
Bioinformatics 34 (17), 2944-2950, 2018
812018
The final frontier: Deep learning in space
V Kothari, E Liberis, ND Lane
Proceedings of the 21st international workshop on mobile computing systems …, 2020
342020
μNAS: Constrained Neural Architecture Search for Microcontrollers
E Liberis, Ł Dudziak, ND Lane
Proceedings of the 1st Workshop on Machine Learning and Systems, 70-79, 2021
312021
Cross-modal recurrent models for weight objective prediction from multimodal time-series data
P Veličković, L Karazija, ND Lane, S Bhattacharya, E Liberis, P Liò, ...
Proceedings of the 12th EAI International Conference on Pervasive Computing …, 2018
202018
Neural networks on microcontrollers: saving memory at inference via operator reordering
E Liberis, ND Lane
arXiv preprint arXiv:1910.05110, 2019
192019
Differentiable Network Pruning for Microcontrollers
E Liberis, ND Lane
arXiv preprint arXiv:2110.08350, 2021
12021
Deep learning on microcontrollers: a study on deployment costs and challenges
F Svoboda, J Fernandez-Marques, E Liberis, ND Lane
Proceedings of the 2nd European Workshop on Machine Learning and Systems, 54-63, 2022
2022
In search of theoretically grounded pruning
F Svoboda, E Liberis, ND Lane
2018
Cross-modal Recurrent Models for Human Weight Objective Prediction from Multimodal Time-series Data.
P Velickovic, L Karazija, ND Lane, S Bhattacharya, E Liberis, P Liò, ...
CoRR, 2017
2017
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Articles 1–9