Cohen, Kobi

1. Active Anomaly Detection in Heterogeneous Processes
   2017/04/03 by Boshuang Huang, Huang, Boshuang, Kobi Cohen +3 · 2 citations
   Computer Science · Decision Sciences · #Advanced Statistical Process Monitoring #Anomaly Detection Techniques and Applications #FOS: Computer and information sciences #Information Theory (cs.IT) #Machine Learning and Algorithms
2. Distributed Learning Algorithms for Spectrum Sharing in Spatial Random Access Wireless Networks
   2015/07/20 by Kobi Cohen, Cohen, Kobi, Angelia Nedich +3 · 2 citations
   Computer Science · Engineering · #Advanced MIMO Systems Optimization #Cognitive Radio Networks and Spectrum Sensing #Cooperative Communication and Network Coding #FOS: Computer and information sciences #Information Theory (cs.IT) #Networking and Internet Architecture (cs.NI)
3. Restless Multi-Armed Bandits under Exogenous Global Markov Process
   2022/02/28 by Gafni, Tomer, Yemini, Michal, Cohen, Kobi · 2 citations
   #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Signal Processing (eess.SP) #electronic engineering #information engineering
4. Distributed Learning over Markovian Fading Channels for Stable Spectrum Access
   2021/01/27 by Tomer Gafni, Gafni, Tomer, Kobi Cohen +1 · 2 citations
   Computer Science · #Age of Information Optimization #Distributed Sensor Networks and Detection Algorithms #Cognitive Radio Networks and Spectrum Sensing
5. A Communication-Efficient Adaptive Algorithm for Federated Learning under Cumulative Regret
   2023/01/21 by Salgia, Sudeep, Zhao, Qing, Gabay, Tamir +1 · 2 citations
   #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #and Cluster Computing (cs.DC)
6. On Projected Stochastic Gradient Descent Algorithm with Weighted Averaging for Least Squares Regression
   2016/06/09 by Cohen, Kobi, Nedic, Angelia, Srikant, R. · 1 citation
   #FOS: Computer and information sciences #Information Theory (cs.IT) #Machine Learning (cs.LG)
7. Deep Multi-Agent Reinforcement Learning for Decentralized Active Hypothesis Testing
   2023/09/14 by Szostak, Hadar, Cohen, Kobi · 2 citations
   #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Multiagent Systems (cs.MA) #Signal Processing (eess.SP) #electronic engineering #information engineering
8. Deep Multi-User Reinforcement Learning for Distributed Dynamic Spectrum Access
   2017/04/09 by Naparstek, Oshri, Cohen, Kobi · 1 citation
   #FOS: Computer and information sciences #Networking and Internet Architecture (cs.NI)
9. Multi-Flow Transmission in Wireless Interference Networks: A Convergent Graph Learning Approach
   2023/03/27 by Raz Paul, Paul, Raz, Kobi Cohen +3 · 2 citations
   Computer Science · Engineering · #Cooperative Communication and Network Coding #Advanced MIMO Systems Optimization #Wireless Networks and Protocols
10. Accelerated Gradient Descent Learning over Multiple Access Fading\n Channels
    2021/07/26 by Raz Paul, Yuval Friedman, Paul, Raz +3 · 1 citation
    Computer Science · Engineering · #Distributed Sensor Networks and Detection Algorithms #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Signal Processing (eess.SP) #Sparse and Compressive Sensing Techniques #Stochastic Gradient Optimization Techniques #electronic engineering #information engineering
11. An Online Learning Approach to Shortest Path and Backpressure Routing in Wireless Networks
    2022/03/22 by Omer Amar, Kobi Cohen, Amar, Omer +1 · 1 citation
    Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Cognitive Radio Networks and Spectrum Sensing #Distributed Sensor Networks and Detection Algorithms #FOS: Computer and information sciences #FOS: Electrical engineering #Networking and Internet Architecture (cs.NI) #Systems and Control (eess.SY) #electronic engineering #information engineering
12. Distributed Game Theoretic Optimization and Management of Multichannel ALOHA Networks
    2013/12/29 by Cohen, Kobi, Leshem, Amir · 1 citation
    #Computer Science and Game Theory (cs.GT) #FOS: Computer and information sciences #Information Theory (cs.IT) #Networking and Internet Architecture (cs.NI)
13. Client Selection for Generalization in Accelerated Federated Learning: A Multi-Armed Bandit Approach
    2023/03/18 by Dan Ben Ami, Kobi Cohen, Ami, Dan Ben +3 · 1 citation
    Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Distributed Sensor Networks and Detection Algorithms #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data #Signal Processing (eess.SP) #electronic engineering #information engineering
14. Learning in Restless Multi-Armed Bandits via Adaptive Arm Sequencing Rules
    2019/06/19 by Gafni, Tomer, Cohen, Kobi · 1 citation
    #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
15. Deep Reinforcement Learning for Simultaneous Sensing and Channel Access in Cognitive Networks
    2021/10/24 by Bokobza, Yoel, Dabora, Ron, Cohen, Kobi · 1 citation
    #FOS: Computer and information sciences #Information Theory (cs.IT) #Machine Learning (cs.LG)
16. SINR-Aware Deep Reinforcement Learning for Distributed Dynamic Channel Allocation in Cognitive Interference Networks
    2024/02/17 by Cohen, Yaniv, Gafni, Tomer, Greenberg, Ronen +1 · 1 citation
    #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Signal Processing (eess.SP) #electronic engineering #information engineering