Akhil Mathur
- Flower: A Friendly Federated Learning Research Framework
2020/07/28 by Daniel J. Beutel, Beutel, Daniel J., Taner Topal +19 · 1 voice · 104 citations
Computer Science · Mathematics · #Internet Traffic Analysis and Secure E-voting #Mobile Crowdsensing and Crowdsourcing #Privacy-Preserving Technologies in Data #cs.CV #cs.LG #stat.ML
- Can Federated Learning Save The Planet?
2020/10/13 by Xinchi Qiu, Qiu, Xinchi, Titouan Parcollet +9 · 5 citations
Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Mobile Crowdsensing and Crowdsourcing #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques
- Enhancing Efficiency in Multidevice Federated Learning through Data Selection
2022/11/08 by Fan Mo, Mo, Fan, Mohammad Malekzadeh +7 · 2 citations
Computer Science · Social Sciences · #FOS: Computer and information sciences #Internet Traffic Analysis and Secure E-voting #Machine Learning (cs.LG) #Privacy, Security, and Data Protection #Privacy-Preserving Technologies in Data
- Balancing Continual Learning and Fine-tuning for Human Activity Recognition
2024/01/04 by Chi Ian Tang, Lorena Qendro, Tang, Chi Ian +9 · 2 citations
Computer Science · #Context-Aware Activity Recognition Systems #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #FOS: Electrical engineering #Human Pose and Action Recognition #Machine Learning (cs.LG) #Signal Processing (eess.SP) #electronic engineering #information engineering
- SensiX: A Platform for Collaborative Machine Learning on the Edge
2020/12/04 by Chulhong Min, Akhil Mathur, Min, Chulhong +7 · 1 citation
Computer Science · Engineering · #Mobile Crowdsensing and Crowdsourcing #Context-Aware Activity Recognition Systems #Indoor and Outdoor Localization Technologies
- ColloSSL: Collaborative Self-Supervised Learning for Human Activity Recognition
2022/02/01 by Yash Jain, Jain, Yash, Chi Ian Tang +7 · 1 citation
Computer Science · Engineering · #Context-Aware Activity Recognition Systems #Human Pose and Action Recognition #Gait Recognition and Analysis