Hanna, Osama A.
- Contexts can be Cheap: Solving Stochastic Contextual Bandits with Linear Bandit Algorithms
2022/11/08 by Osama A. Hanna, Lin F. Yang, Hanna, Osama A. +3 · 4 citations
Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Mobile Crowdsensing and Crowdsourcing
- Quantizing data for distributed learning
2020/12/14 by Osama A. Hanna, Yahya H. Ezzeldin, Hanna, Osama A. +5 · 1 citation
Computer Science · Medicine · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Medical Imaging Techniques and Applications #Stochastic Gradient Optimization Techniques
- Solving Multi-Arm Bandit Using a Few Bits of Communication
2021/11/11 by Osama A. Hanna, Lin Yang, Hanna, Osama A. +3 · 1 citation
Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Algorithms #Optimization and Search Problems
- Random Access Schemes in Wireless Systems With Correlated User Activity
2018/03/09 by Kalør, Anders Ellersgaard, Hanna, Osama A., Popovski, Petar · 1 citation
#FOS: Computer and information sciences #Information Theory (cs.IT)
- Differentially Private Stochastic Linear Bandits: (Almost) for Free
2022/07/07 by Hanna, Osama A., Girgis, Antonious M., Fragouli, Christina +1 · 1 citation
#Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)