Kobi Cohen - Publications, H-index & Citations

Kobi Cohen

ben-gurion university of the negev

23H指数

131论文数

2.5K被引数

收录论文 25

发表时间

Client Selection for Generalization in Accelerated Federated Learning: A Multi-Armed Bandit Approach 在加速联合学习中进行泛化的客户选择: 一种多臂强盗方法

IEEE ACCESS

IF3.6

2025-01-01

OAAI

Ben Ami, Dan; Cohen, Kobi; Zhao, Qing

PAUSE: Low-Latency and Privacy-Aware Active User Selection for Federated Learning

IEEE Transactions on Signal Processing

IF5.8

2025-01-01

PREAI

Peleg, Ori; Lang, Natalie; Ben Ami, Dan; Rini, Stefano; Shlezinger, Nir; Cohen, Kobi

Multi-Flow Transmission in Wireless Interference Networks: A Convergent Graph Learning Approach 无线干扰网络中的多流传输: 一种收敛图学习方法

IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS

IF10.7

2024-04-01

OAAI

Paul, Raz; Cohen, Kobi; Kedar, Gil

Deep Multi-Agent Reinforcement Learning for Decentralized Active Hypothesis Testing 用于分散主动假设检验的深度多智能体强化学习

IEEE ACCESS

IF3.6

2024-01-01

OAAI

Szostak, Hadar; Cohen, Kobi

Deep Reinforcement Learning for Simultaneous Sensing and Channel Access in Cognitive Networks 认知网络中用于同时感知和信道接入的深度强化学习

IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS

IF10.7

2023-07-01

OAAI

Bokobza, Yoel; Dabora, Ron; Cohen, Kobi

An Online Learning Approach to Shortest Path and Backpressure Routing in Wireless Networks

IEEE ACCESS

IF3.6

2023-01-01

OAAI

Amar, Omer; Sarfati, Ilana; Cohen, Kobi

Subgradient Descent Learning Over Fading Multiple Access Channels With Over-the-Air Computation

IEEE ACCESS

IF3.6

2023-01-01

OAAI

Gez, Tamir L. S.; Cohen, Kobi

Federated Learning: A signal processing perspective

IEEE SIGNAL PROCESSING MAGAZINE

IF9.6

2022-05-01

OAAI

Gafni, Tomer; Shlezinger, Nir; Cohen, Kobi; Eldar, Yonina C.; Poor, H. Vincent

Accelerated Gradient Descent Learning Over Multiple Access Fading Channels

IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS

IF17.2

2022-02-01

OAAI

Paul, Raz; Friedman, Yuval; Cohen, Kobi

Distributed Learning Over Markovian Fading Channels for Stable Spectrum Access

IEEE ACCESS

IF3.6

2022-01-01

OAAI

Gafni, Tomer; Cohen, Kobi

Learning in Restless Multiarmed Bandits via Adaptive Arm Sequencing Rules 通过自适应手臂排序规则在躁动不安的多武装匪徒中学习

IEEE TRANSACTIONS ON AUTOMATIC CONTROL

IF7

2021-10-01

OAAI

Gafni, Tomer; Cohen, Kobi

Suppressing the impact of the COVID-19 pandemic using controlled testing and isolation 使用受控测试和隔离来抑制新型冠状病毒肺炎大流行的影响

SCIENTIFIC REPORTS

IF3.9

2021-03-18

OAAI

Cohen, Kobi; Leshem, Amir

Searching for Unknown Anomalies in Hierarchical Data Streams

ieee signal processing magazine

IF3.9

2021-01-01

OAAI

Gafni, Tomer; Cohen, Kobi; Zhao, Qing

IMDoC: Identification of Malicious Domain Campaigns via DNS and Communicating Files IMDoC: 通过DNS和通信文件识别恶意域活动

IEEE ACCESS

IF3.6

2021-01-01

OAAI

Lazar, David; Cohen, Kobi; Freund, Alon; Bartik, Avishay; Ron, Aviv

PoPS: Policy Pruning and Shrinking for Deep Reinforcement Learning PoPS: 深度强化学习的策略修剪和收缩

IEEE JOURNAL OF SELECTED TOPICS IN SIGNAL PROCESSING

IF13.7

2020-05-01

OAAI

Livne, Dor; Cohen, Kobi

REMaDD: Resource-Efficient Malicious Domains Detector in Large-Scale Networks

IEEE ACCESS

IF3.6

2020-01-01

OAAI

Kdosha, Ofir Erets; Rosenthal, Gilad; Cohen, Kobi; Freund, Alon; Bartik, Avishay; Ron, Aviv

ARBA: Anomaly and Reputation Based Approach for Detecting Infected IoT Devices ARBA: 基于异常和信誉的受感染物联网设备检测方法

IEEE ACCESS

IF3.6

2020-01-01

OAAI

Rosenthal, Gilad; Kdosha, Ofir Erets; Cohen, Kobi; Freund, Alon; Bartik, Avishay; Ron, Aviv

A Time-Varying Opportunistic Multiple Access for Delay-Sensitive Inference in Wireless Sensor Networks

IEEE ACCESS

IF3.6

2019-01-01

OAAI

Cohen, Kobi; Malachi, Dean

Deep Multi-User Reinforcement Learning for Distributed Dynamic Spectrum Access 面向分布式动态频谱接入的深度多用户强化学习

IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS

IF10.7

2019-01-01

333

OAAI

Naparstek, Oshri; Cohen, Kobi

On Projected Stochastic Gradient Descent Algorithm with Weighted Averaging for Least Squares Regression

IEEE TRANSACTIONS ON AUTOMATIC CONTROL

IF7

2017-11-01

OAAI

Cohen, Kobi; Nedic, Angelia; Srikant, R.

研究方向