Cecilia Mascolo
University of Cambridge
H-index: 76
Europe-United Kingdom
Top articles of Cecilia Mascolo
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
UR2M: Uncertainty and Resource-Aware Event Detection on Microcontrollers | Hong Jia Young D Kwon Dong Mat Nhat Pham Lorena Qendro | 2024/3/11 | |
Uncertainty-aware Health Diagnostics via Class-balanced Evidential Deep Learning | IEEE Journal of Biomedical and Health Informatics | Tong Xia Ting Dang Jing Han Lorena Qendro Cecilia Mascolo | 2024/2/6 |
Balancing Continual Learning and Fine-tuning for Human Activity Recognition | arXiv preprint arXiv:2401.02255 | Chi Ian Tang Lorena Qendro Dimitris Spathis Fahim Kawsar Akhil Mathur | 2024/1/4 |
Kaizen: Practical Self-Supervised Continual Learning With Continual Fine-Tuning | Chi Ian Tang Lorena Qendro Dimitris Spathis Fahim Kawsar Cecilia Mascolo | 2024 | |
Embracing the Imaginary: Deep Complex-valued Networks for Heart Murmur Detection | Erika Bondareva Georgios Rizos Jing Han Cecilia Mascolo | 2023/10/1 | |
EarSet: A Multi-Modal Dataset for Studying the Impact of Head and Facial Movements on In-Ear PPG Signals | Scientific Data | Alessandro Montanari Andrea Ferlini Ananta Narayanan Balaji Cecilia Mascolo Fahim Kawsar | 2023/12/1 |
Evaluating Listening Performance for COVID-19 Detection by Clinicians and Machine Learning: Comparative Study | Journal of Medical Internet Research | Jing Han Marco Montagna Andreas Grammenos Tong Xia Erika Bondareva | 2023/5/9 |
Tinytrain: Deep neural network training at the extreme edge | arXiv preprint arXiv:2307.09988 | Young D Kwon Rui Li Stylianos I Venieris Jagmohan Chauhan Nicholas D Lane | 2023/7/19 |
Uncertainty-Informed On-Device Personalisation Using Early Exit Networks on Sensor Signals | Terry Fawden Lorena Qendro Cecilia Mascolo | 2023/9/4 | |
Human-centred artificial intelligence for mobile health sensing: challenges and opportunities | Ting Dang Dimitris Spathis Abhirup Ghosh Cecilia Mascolo | 2023/11/15 | |
Practical self-supervised continual learning with continual fine-tuning | arXiv preprint arXiv:2303.17235 | Chi Ian Tang Lorena Qendro Dimitris Spathis Fahim Kawsar Cecilia Mascolo | 2023/3/30 |
An Automated, Online Feasibility Randomized Controlled Trial of a Just-In-Time Adaptive Intervention for Smoking Cessation (Quit Sense) | Nicotine and Tobacco Research | Felix Naughton Aimie Hope Chloë Siegele-Brown Kelly Grant Garry Barton | 2023/7/1 |
Modeling with homophily driven heterogeneous data in Gossip learning | Abhirup Ghosh Cecilia Mascolo | 2023/8 | |
Lifelearner: Hardware-aware meta continual learning system for embedded computing platforms | arXiv preprint arXiv:2311.11420 | Young D Kwon Jagmohan Chauhan Hong Jia Stylianos I Venieris Cecilia Mascolo | 2023/11/19 |
heart: Motion-resilient heart rate monitoring with in-ear microphones | Kayla-Jade Butkow Ting Dang Andrea Ferlini Dong Ma Cecilia Mascolo | 2023/3/13 | |
Uncertainty Quantification in Federated Learning for Heterogeneous Health Data | Yuwei Zhang Tong Xia Abhirup Ghosh Cecilia Mascolo | 2023/6/25 | |
Conditional neural ODE processes for individual disease progression forecasting: a case study on COVID-19 | Ting Dang Jing Han Tong Xia Erika Bondareva Chloë Siegele-Brown | 2023/8/6 | |
FLea: Improving federated learning on scarce and label-skewed data via privacy-preserving feature augmentation | Tong Xia Abhirup Ghosh Cecilia Mascolo | 2023/10/13 | |
A summary of the ComParE COVID-19 challenges | Frontiers in Digital Health | Harry Coppock Alican Akman Christian Bergler Maurice Gerczuk Chloë Brown | 2023/3/8 |
Heart Rate Extraction from Abdominal Audio Signals | Jake Stuchbury-Wass Erika Bondareva Kayla-Jade Butkow Sanja Šćepanović Zoran Radivojevic | 2023/6/4 |
Co-Authors
