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Orchestra: Unsupervised Federated Learning via Globally Consistent Clustering


May 23, 2022
Ekdeep Singh Lubana, Chi Ian Tang, Fahim Kawsar, Robert P. Dick, Akhil Mathur

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* Accepted at ICML, 2022 

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Improving Feature Generalizability with Multitask Learning in Class Incremental Learning


Apr 26, 2022
Dong Ma, Chi Ian Tang, Cecilia Mascolo

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ColloSSL: Collaborative Self-Supervised Learning for Human Activity Recognition


Feb 01, 2022
Yash Jain, Chi Ian Tang, Chulhong Min, Fahim Kawsar, Akhil Mathur

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* Accepted to ACM IMWUT 2022 

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Evaluating Contrastive Learning on Wearable Timeseries for Downstream Clinical Outcomes


Nov 13, 2021
Kevalee Shah, Dimitris Spathis, Chi Ian Tang, Cecilia Mascolo

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* Machine Learning for Health (ML4H) - Extended Abstract 

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SelfHAR: Improving Human Activity Recognition through Self-training with Unlabeled Data


Feb 11, 2021
Chi Ian Tang, Ignacio Perez-Pozuelo, Dimitris Spathis, Soren Brage, Nick Wareham, Cecilia Mascolo

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* Accepted for publication in Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies (IMWUT) 2021 

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Exploring Contrastive Learning in Human Activity Recognition for Healthcare


Dec 24, 2020
Chi Ian Tang, Ignacio Perez-Pozuelo, Dimitris Spathis, Cecilia Mascolo

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