Mathur, Akhil

1. The Llama 3 Herd of Models
   2024/07/31 by Grattafiori, Aaron, Dubey, Abhimanyu, Jauhri, Abhinav +556 · 3335 citations
   #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
2. Flower: A Friendly Federated Learning Research Framework
   2020/07/28 by Daniel J. Beutel, Taner Topal, Beutel, Daniel J. +19 · 1 voice · 103 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
3. Can Federated Learning Save The Planet?
   2020/10/13 by Xinchi Qiu, Titouan Parcollet, Qiu, Xinchi +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
4. Orchestra: Unsupervised Federated Learning via Globally Consistent Clustering
   2022/05/23 by Lubana, Ekdeep Singh, Tang, Chi Ian, Kawsar, Fahim +2 · 3 citations
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
5. CroSSL: Cross-modal Self-Supervised Learning for Time-series through Latent Masking
   2023/07/31 by Deldari, Shohreh, Spathis, Dimitris, Malekzadeh, Mohammad +3 · 4 citations
   #FOS: Computer and information sciences #Machine Learning (cs.LG)
6. Leveraging Activity Recognition to Enable Protective Behavior Detection in Continuous Data
   2020/11/03 by Wang, Chongyang, Gao, Yuan, Mathur, Akhil +3 · 2 citations
   #FOS: Computer and information sciences #Machine Learning (cs.LG)
7. Enhancing Efficiency in Multidevice Federated Learning through Data Selection
   2022/11/08 by Fan Mo, Mohammad Malekzadeh, Mo, Fan +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
8. Balancing Continual Learning and Fine-tuning for Human Activity Recognition
   2024/01/04 by Chi Ian Tang, Tang, Chi Ian, Lorena Qendro +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
9. 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
10. SensiX++: Bringing MLOPs and Multi-tenant Model Serving to Sensory Edge Devices
    2021/09/08 by Min, Chulhong, Mathur, Akhil, Acer, Utku Gunay +2 · 1 citation
    #FOS: Computer and information sciences #Machine Learning (cs.LG)
11. 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
12. FRuDA: Framework for Distributed Adversarial Domain Adaptation
    2021/12/26 by Gan, Shaoduo, Mathur, Akhil, Isopoussu, Anton +3 · 1 citation
    #FOS: Computer and information sciences #Machine Learning (cs.LG)