Andreas Grammenos
Andreas Grammenos
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Exploring automatic diagnosis of covid-19 from crowdsourced respiratory sound data
C Brown, J Chauhan, A Grammenos, J Han, A Hasthanasombat, ...
ACM Conference on Knowledge Discovery & Data Mining (KDD 2020), 2020
The INTERSPEECH 2021 Computational Paralinguistics Challenge: COVID-19 cough, COVID-19 speech, escalation & primates
BW Schuller, A Batliner, C Bergler, C Mascolo, J Han, I Lefter, H Kaya, ...
Conference of International Speech Communication Association (Interspeech 2021), 2021
Exploring automatic COVID-19 diagnosis via voice and symptoms from crowdsourced data
J Han, C Brown, J Chauhan, A Grammenos, A Hasthanasombat, ...
ICASSP 2021-2021 IEEE International Conference on Acoustics, Speech and …, 2021
You are sensing, but are you biased? a user unaided sensor calibration approach for mobile sensing
A Grammenos, C Mascolo, J Crowcroft
Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous …, 2018
Federated principal component analysis
A Grammenos, R Mendoza-Smith, J Crowcroft, C Mascolo
Thirty-fourth Conference on Neural Information Processing Systems, 2020
Federated PCA with adaptive rank estimation
A Grammenos, R Mendoza-Smith, C Mascolo, J Crowcroft
arXiv preprint arXiv:1907.08059, 2019
COVID-19 Sounds: A Large-Scale Audio Dataset for Digital Respiratory Screening
T Xia, D Spathis, J Ch, A Grammenos, J Han, A Hasthanasombat, ...
Thirty-fifth Conference on Neural Information Processing Systems Datasets …, 2021
MOSES: A streaming algorithm for linear dimensionality reduction
A Eftekhari, RA Hauser, A Grammenos
IEEE transactions on pattern analysis and machine intelligence 42 (11), 2901 …, 2019
Sounds of COVID-19: exploring realistic performance of audio-based digital testing
J Han, T Xia, D Spathis, E Bondareva, C Brown, J Chauhan, T Dang, ...
NPJ digital medicine 5 (1), 1-9, 2022
CPU scheduling in data centers using asynchronous finite-time distributed coordination mechanisms
A Grammenos, T Charalambous, E Kalyvianaki
arXiv preprint arXiv:2101.06139, 2021
Enabling in-ear magnetic sensing: Automatic and user transparent magnetometer calibration
A Ferlini, A Montanari, A Grammenos, R Harle, C Mascolo
2021 IEEE International Conference on Pervasive Computing and Communications …, 2021
Optimal CPU Scheduling in Data Centers via a Finite-Time Distributed Quantized Coordination Mechanism
AI Rikos, A Grammenos, E Kalyvianaki, CN Hadjicostis, T Charalambous, ...
Conference on Decision and Control (CDC 2021), 2021
An Asynchronous Approximate Distributed Alternating Direction Method of Multipliers in Digraphs
W Jiang, A Grammenos, E Kalyvianaki, T Charalambous
Conference on Decision and Control (CDC 2021), 2021
Dissecting the Workload of a Major Adult Video Portal
A Grammenos, A Raman, T Böttger, Z Gilani, G Tyson
International Conference on Passive and Active Network Measurement, 267-279, 2020
COVID-19 Disease Progression Prediction via Audio Signals: A Longitudinal Study
T Dang, J Han, T Xia, D Spathis, E Bondareva, C Brown, J Chauhan, ...
arXiv preprint arXiv:2201.01232, 2022
Exploring Longitudinal Cough, Breath, and Voice Data for COVID-19 Progression Prediction via Sequential Deep Learning: Model Development and Validation
T Dang, J Han, T Xia, D Spathis, E Bondareva, C Siegele-Brown, ...
Journal of medical Internet research 24 (6), e37004, 2022
A Summary of the ComParE COVID-19 Challenges
H Coppock, A Akman, C Bergler, M Gerczuk, C Brown, J Chauhan, ...
arXiv preprint arXiv:2202.08981, 2022
Federated Linear Dimensionality Reduction
A Grammenos
University of Cambridge, 2022
Pronto: Federated Task Scheduling
A Grammenos, E Kalyvianaki, P Pietzuch
arXiv preprint arXiv:2104.13429, 2021
On Device Federated PCA & Subspace Tracking
A Grammenos, C Mascolo, J Crowcroft
UK Mobile, Wearable and Ubiquitous Systems Research Symposium (MobiUK 2019), 2019
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Artículos 1–20