Sledovat
Kobi Cohen
Kobi Cohen
Associate Professor, Electrical and Computer Engineering, Ben-Gurion University of the Negev
E-mailová adresa ověřena na: bgu.ac.il - Domovská stránka
Název
Citace
Citace
Rok
Deep multi-user reinforcement learning for distributed dynamic spectrum access
O Naparstek, K Cohen
IEEE Transactions on Wireless Communications 18 (1), 310-323, 2019
4942019
Deep multi-user reinforcement learning for distributed dynamic spectrum access
O Naparstek, K Cohen
IEEE Transactions on Wireless Communications 18 (1), 310-323, 2019
4942019
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
2212021
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
472020
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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Články 1–20