Omid Javidbakht
- 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
- Private Adaptive Gradient Methods for Convex Optimization
2021/06/25 by Hilal Asi, Asi, Hilal, John C. Duchi +7 · 3 citations
Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Optimization and Control (math.OC) #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques
- Differentially Private Heavy Hitter Detection using Federated Analytics
2023/07/21 by Karan N. Chadha, Junye Chen, Chadha, Karan +13 · 2 citations
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
- Private Federated Statistics in an Interactive Setting
2022/11/18 by Audra McMillan, Omid Javidbakht, McMillan, Audra +45 · 1 citation
Computer Science · #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Internet Traffic Analysis and Secure E-voting #Mobile Crowdsensing and Crowdsourcing #Privacy-Preserving Technologies in Data