متابعة
Kobi Cohen
Kobi Cohen
Associate Professor, Electrical and Computer Engineering, Ben-Gurion University of the Negev
بريد إلكتروني تم التحقق منه على bgu.ac.il - الصفحة الرئيسية
عنوان
عدد مرات الاقتباسات
عدد مرات الاقتباسات
السنة
Deep multi-user reinforcement learning for distributed dynamic spectrum access‏
O Naparstek, K Cohen‏
IEEE Transactions on Wireless Communications 18 (1), 310-323, 2019‏
4952019
Deep multi-user reinforcement learning for distributed dynamic spectrum access‏
O Naparstek, K Cohen‏
IEEE Transactions on Wireless Communications 18 (1), 310-323, 2019‏
4952019
Over-the-air federated learning from heterogeneous data‏
T Sery, N Shlezinger, K Cohen, YC Eldar‏
IEEE Transactions on Signal Processing 69, 3796-3811, 2021‏
2222021
On analog gradient descent learning over multiple access fading channels‏
T Sery, K Cohen‏
IEEE Transactions on Signal Processing 68, 2897-2911, 2020‏
1682020
Federated learning: A signal processing perspective‏
T Gafni, N Shlezinger, K Cohen, YC Eldar, HV Poor‏
IEEE Signal Processing Magazine 39 (3), 14-41, 2022‏
1672022
Deep multi-user reinforcement learning for dynamic spectrum access in multichannel wireless networks‏
O Naparstek, K Cohen‏
GLOBECOM 2017-2017 IEEE Global Communications Conference, 1-7, 2017‏
1372017
Active hypothesis testing for anomaly detection‏
K Cohen, Q Zhao‏
IEEE Transactions on Information Theory 61 (3), 1432-1450, 2015‏
1122015
Active anomaly detection in heterogeneous processes‏
B Huang, K Cohen, Q Zhao‏
IEEE Transactions on Information Theory 65 (4), 2284-2301, 2019‏
802019
A time-varying opportunistic approach to lifetime maximization of wireless sensor networks‏
K Cohen, A Leshem‏
IEEE Transactions on signal processing 58 (10), 5307-5319, 2010‏
712010
Game theoretic aspects of the multi-channel ALOHA protocol in cognitive radio networks‏
K Cohen, A Leshem, E Zehavi‏
IEEE Journal on Selected Areas in Communications 31 (11), 2276-2288, 2013‏
672013
Asymptotically optimal anomaly detection via sequential testing‏
K Cohen, Q Zhao‏
IEEE Transactions on Signal Processing 63 (11), 2929-2941, 2015‏
582015
On projected stochastic gradient descent algorithm with weighted averaging for least squares regression‏
K Cohen, A Nedić, R Srikant‏
IEEE Transactions on Automatic Control 62 (11), 5974-5981, 2017‏
552017
Optimal index policies for anomaly localization in resource-constrained cyber systems‏
K Cohen, Q Zhao, A Swami‏
IEEE Transactions on Signal Processing 62 (16), 4224-4236, 2014‏
522014
Distributed learning algorithms for spectrum sharing in spatial random access wireless networks‏
K Cohen, A Nedić, R Srikant‏
IEEE Transactions on Automatic Control 62 (6), 2854-2869, 2017‏
502017
Energy-efficient detection in wireless sensor networks using likelihood ratio and channel state information‏
K Cohen, A Leshem‏
IEEE Journal on Selected Areas in Communications 29 (8), 1671-1683, 2011‏
492011
Pops: Policy pruning and shrinking for deep reinforcement learning‏
D Livne, K Cohen‏
IEEE Journal of Selected Topics in Signal Processing 14 (4), 789-801, 2020‏
482020
Deep reinforcement one-shot learning for artificially intelligent classification in expert aided systems‏
A Puzanov, S Zhang, K Cohen‏
Engineering Applications of Artificial Intelligence 91, 103589, 2020‏
42*2020
Sequential anomaly detection under a nonlinear system cost‏
A Gurevich, K Cohen, Q Zhao‏
IEEE Transactions on Signal Processing 67 (14), 3689-3703, 2019‏
402019
Sequential anomaly detection under a nonlinear system cost‏
A Gurevich, K Cohen, Q Zhao‏
IEEE Transactions on Signal Processing 67 (14), 3689-3703, 2019‏
402019
Distributed game-theoretic optimization and management of multichannel ALOHA networks‏
K Cohen, A Leshem‏
IEEE/ACM Transactions on Networking 24 (3), 1718-1731, 2016‏
372016
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مقالات 1–20