695 citations
- KTH Royal Institute of TechnologySE45 papers
- Chalmers University of TechnologySE40 papers
- Linköping UniversitySE14 papers
- Blekinge Institute of TechnologySE10 papers
- King Abdullah University of Science and TechnologySA7 papers
- Lund UniversitySE7 papers
- Cornell UniversityUS6 papers
- Aalto UniversityFI5 papers
- DoCoMo Communications Laboratories Europe GmbHDE5 papers
- Orange (France)FR5 papers
- University of Maryland, College ParkUS5 papers
- Uppsala UniversitySE5 papers
4 papers · 2 filters
Bayesian Active Learning for Wearable Stress and Affect Detection
Abhijith Ragav, Gautham Krishna Gudur
In the recent past, psychological stress has been increasingly observed in humans, and early detection is crucial to prevent health risks. Stress detection using on-device deep lea…
Federated Learning with Heterogeneous Labels and Models for Mobile Activity Monitoring
Gautham Krishna Gudur, Satheesh K. Perepu
Various health-care applications such as assisted living, fall detection, etc., require modeling of user behavior through Human Activity Recognition (HAR). Such applications demand…
Reinforcement Learning based dynamic weighing of Ensemble Models for Time Series Forecasting
Satheesh K. Perepu, Bala Shyamala Balaji, Hemanth Kumar Tanneru +2
Ensemble models are powerful model building tools that are developed with a focus to improve the accuracy of model predictions. They find applications in time series forecasting in…
Advances in Asynchronous Parallel and Distributed Optimization
Mahmoud Assran, Arda Aytekin, Hamid Feyzmahdavian +2
Motivated by large-scale optimization problems arising in the context of machine learning, there have been several advances in the study of asynchronous parallel and distributed op…