Filip Granqvist

1. Federated Evaluation and Tuning for On-Device Personalization: System Design & Applications
   2021/02/16 by Matthias Paulik, Matt Seigel, Paulik, Matthias +41 · 4 citations
   Engineering · Computer Science · #Ferroelectric and Negative Capacitance Devices #IoT and Edge/Fog Computing #Green IT and Sustainability
2. pfl-research: simulation framework for accelerating research in Private Federated Learning
   2024/04/09 by Filip Granqvist, Granqvist, Filip, Congzheng Song +17 · 3 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Data Security #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data
3. Improving on-device speaker verification using federated learning with\n privacy
   2020/08/06 by Filip Granqvist, Matt Seigel, Granqvist, Filip +9 · 1 citation
   Computer Science · #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Sound (cs.SD) #Speech Recognition and Synthesis #electronic engineering #information engineering
4. Samplable Anonymous Aggregation for Private Federated Data Analysis
   2023/07/27 by Kunal Talwar, Talwar, Kunal, Shan Wang +70 · 1 citation
   Computer Science · #Cryptography and Data Security #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Internet Traffic Analysis and Secure E-voting #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data