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Kobi Cohen
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2020 – today
- 2024
- [j41]Hadar Szostak, Kobi Cohen
:
Deep Multi-Agent Reinforcement Learning for Decentralized Active Hypothesis Testing. IEEE Access 12: 130444-130459 (2024) - [j40]Sudeep Salgia
A Communication-Efficient Adaptive Algorithm for Federated Learning Under Cumulative Regret. IEEE Trans. Signal Process. 72: 735-743 (2024) - [j39]Tomer Gafni
Federated Learning from Heterogeneous Data via Controlled Air Aggregation with Bayesian Estimation. IEEE Trans. Signal Process. 72: 1928-1943 (2024) - [j38]Raz Paul
Multi-Flow Transmission in Wireless Interference Networks: A Convergent Graph Learning Approach. IEEE Trans. Wirel. Commun. 23(4): 3691-3705 (2024) - [c32]Levli Citron, Kobi Cohen, Qing Zhao:
Anomaly Search of a Hidden Markov Model. ISIT 2024: 3684-3688 - [i34]Yaniv Cohen, Tomer Gafni, Ronen Greenberg, Kobi Cohen:
SINR-Aware Deep Reinforcement Learning for Distributed Dynamic Channel Allocation in Cognitive Interference Networks. CoRR abs/2402.17773 (2024) - [i33]David Zenati, Tzalik Maimon, Kobi Cohen:
RRO: A Regularized Routing Optimization Algorithm for Enhanced Throughput and Low Latency with Efficient Complexity. CoRR abs/2407.18683 (2024) - [i32]Dan Ben Ami, Kobi Cohen:
A Stable Polygamy Approach to Spectrum Access with Channel Reuse. CoRR abs/2408.12402 (2024) - 2023
- [j37]Omer Amar, Ilana Sarfati, Kobi Cohen:
An Online Learning Approach to Shortest Path and Backpressure Routing in Wireless Networks. IEEE Access 11: 57253-57267 (2023) - [j36]Tamir L. S. Gez, Kobi Cohen
Subgradient Descent Learning Over Fading Multiple Access Channels With Over-the-Air Computation. IEEE Access 11: 94623-94635 (2023) - [j35]Tomer Gafni
Anomaly Search Over Discrete Composite Hypotheses in Hierarchical Statistical Models. IEEE Trans. Signal Process. 71: 202-217 (2023) - [j34]Yoel Bokobza
Deep Reinforcement Learning for Simultaneous Sensing and Channel Access in Cognitive Networks. IEEE Trans. Wirel. Commun. 22(7): 4930-4946 (2023) - [c31]Dan Ben Ami, Kobi Cohen, Qing Zhao:
Client Selection for Generalization in Accelerated Federated Learning: A Bandit Approach. ICASSP 2023: 1-5 - [c30]Tamir L. S. Gez, Kobi Cohen:
Subgradient Descent Learning with Over-the-Air Computation. ICASSP 2023: 1-5 - [i31]Sudeep Salgia, Karthik Murthy, Qing Zhao, Tamir Gabay, Kobi Cohen:
A Communication-Efficient Adaptive Algorithm for Federated Learning under Cumulative Regret. CoRR abs/2301.08869 (2023) - [i30]Dan Ben Ami, Kobi Cohen, Qing Zhao:
Client Selection for Generalization in Accelerated Federated Learning: A Multi-Armed Bandit Approach. CoRR abs/2303.10373 (2023) - [i29]Raz Paul, Kobi Cohen, Gil Kedar:
Multi-Flow Transmission in Wireless Interference Networks: A Convergent Graph Learning Approach. CoRR abs/2303.15544 (2023) - [i28]Temitope O. Fajemilehin, Kobi Cohen:
A Genetic Algorithm-Based Approach to Power Allocation in Rate-Splitting Multiple Access Systems. CoRR abs/2309.04196 (2023) - [i27]Hadar Szostak, Kobi Cohen:
Deep Multi-Agent Reinforcement Learning for Decentralized Active Hypothesis Testing. CoRR abs/2309.08477 (2023) - [i26]Tamir L. S. Gez, Kobi Cohen:
A Masked Pruning Approach for Dimensionality Reduction in Communication-Efficient Federated Learning Systems. CoRR abs/2312.03889 (2023) - [i25]Ran Greidi, Kobi Cohen:
Sparse Training for Federated Learning with Regularized Error Correction. CoRR abs/2312.13795 (2023) - 2022
- [j33]Tomer Gafni
Distributed Learning Over Markovian Fading Channels for Stable Spectrum Access. IEEE Access 10: 46652-46669 (2022) - [j32]Raz Paul
Accelerated Gradient Descent Learning Over Multiple Access Fading Channels. IEEE J. Sel. Areas Commun. 40(2): 532-547 (2022) - [j31]Tomer Gafni, Nir Shlezinger, Kobi Cohen, Yonina C. Eldar, H. Vincent Poor
Federated Learning: A signal processing perspective. IEEE Signal Process. Mag. 39(3): 14-41 (2022) - [j30]Tidhar Lambez
Anomaly Search With Multiple Plays Under Delay and Switching Costs. IEEE Trans. Signal Process. 70: 174-189 (2022) - [j29]Tomer Gafni
Learning in Restless Bandits Under Exogenous Global Markov Process. IEEE Trans. Signal Process. 70: 5679-5693 (2022) - [c29]Tomer Gafni, Kobi Cohen, Yonina C. Eldar:
CoBAAF: Controlled Bayesian Air Aggregation Federated Learning from Heterogeneous Data. Allerton 2022: 1-4 - [c28]Hadar Szostak, Kobi Cohen:
Decentralized Anomaly Detection via Deep Multi-Agent Reinforcement Learning. Allerton 2022: 1-4 - [c27]Tomer Gafni, Michal Yemini, Kobi Cohen:
Restless Multi-Armed Bandits under Exogenous Global Markov Process. ICASSP 2022: 5218-5222 - [c26]Benjamin Wolff, Tomer Gafni, Guy Revach
Composite Anomaly Detection via Hierarchical Dynamic Search. ISIT 2022: 2421-2426 - [c25]Yoel Bokobza, Ron Dabora, Kobi Cohen:
Simultaneous Sensing and Channel Access based on Partial Observations via Deep Reinforcement Learning. ISIT 2022: 2684-2689 - [i24]Benjamin Wolff, Tomer Gafni, Guy Revach, Nir Shlezinger, Kobi Cohen:
Composite Anomaly Detection via Hierarchical Dynamic Search. CoRR abs/2202.10418 (2022) - [i23]Tomer Gafni, Michal Yemini, Kobi Cohen:
Restless Multi-Armed Bandits under Exogenous Global Markov Process. CoRR abs/2202.13665 (2022) - [i22]Omer Amar, Kobi Cohen:
An Online Learning Approach to Shortest Path and Backpressure Routing in Wireless Networks. CoRR abs/2204.03620 (2022) - 2021
- [j28]David Lazar
IMDoC: Identification of Malicious Domain Campaigns via DNS and Communicating Files. IEEE Access 9: 45242-45258 (2021) - [j27]Tomer Gafni
Searching for Unknown Anomalies in Hierarchical Data Streams. IEEE Signal Process. Lett. 28: 1774-1778 (2021) - [j26]Tomer Gafni
Learning in Restless Multiarmed Bandits via Adaptive Arm Sequencing Rules. IEEE Trans. Autom. Control. 66(10): 5029-5036 (2021) - [j25]Chao Wang
Information-Directed Random Walk for Rare Event Detection in Hierarchical Processes. IEEE Trans. Inf. Theory 67(2): 1099-1116 (2021) - [j24]Tomer Sery
Over-the-Air Federated Learning From Heterogeneous Data. IEEE Trans. Signal Process. 69: 3796-3811 (2021) - [c24]Tidhar Lambez, Kobi Cohen:
Searching for Anomalies with Multiple Plays under Delay and Switching Costs. ICASSP 2021: 4975-4979 - [c23]Kobi Cohen, Amir Leshem
Controlled Testing and Isolation for Suppressing Covid-19. ICASSP 2021: 5489-5493 - [c22]Omer Amar, Kobi Cohen:
Online Learning for Shortest Path and Backpressure Routing in Wireless Networks. ISIT 2021: 2702-2707 - [i21]Tomer Gafni, Nir Shlezinger, Kobi Cohen, Yonina C. Eldar, H. Vincent Poor:
Federated Learning: A Signal Processing Perspective. CoRR abs/2103.17150 (2021) - [i20]Raz Paul, Yuval Friedman, Kobi Cohen:
Accelerated Gradient Descent Learning over Multiple Access Fading Channels. CoRR abs/2107.12452 (2021) - [i19]Tidhar Lambez, Kobi Cohen:
Anomaly Search with Multiple Plays under Delay and Switching Costs. CoRR abs/2108.03082 (2021) - [i18]Yoel Bokobza, Ron Dabora, Kobi Cohen:
Deep Reinforcement Learning for Simultaneous Sensing and Channel Access in Cognitive Networks. CoRR abs/2110.14541 (2021) - [i17]Tomer Gafni, Michal Yemini, Kobi Cohen:
Learning in Restless Bandits under Exogenous Global Markov Process. CoRR abs/2112.09484 (2021) - 2020
- [j23]Ofir Erets Kdosha
REMaDD: Resource-Efficient Malicious Domains Detector in Large-Scale Networks. IEEE Access 8: 66327-66337 (2020) - [j22]Gilad Rosenthal
ARBA: Anomaly and Reputation Based Approach for Detecting Infected IoT Devices. IEEE Access 8: 145751-145767 (2020) - [j21]Anton Puzanov, Senyang Zhang, Kobi Cohen:
Deep reinforcement one-shot learning for artificially intelligent classification in expert aided systems. Eng. Appl. Artif. Intell. 91: 103589 (2020) - [j20]Dor Livne
PoPS: Policy Pruning and Shrinking for Deep Reinforcement Learning. IEEE J. Sel. Top. Signal Process. 14(4): 789-801 (2020) - [j19]Bar Hemo, Tomer Gafni, Kobi Cohen
Searching for Anomalies Over Composite Hypotheses. IEEE Trans. Signal Process. 68: 1181-1196 (2020) - [j18]Tomer Sery
On Analog Gradient Descent Learning Over Multiple Access Fading Channels. IEEE Trans. Signal Process. 68: 2897-2911 (2020) - [j17]Dean Malachi
Queue and Channel-Based Aloha Algorithm in Multichannel Wireless Networks. IEEE Wirel. Commun. Lett. 9(8): 1309-1313 (2020) - [c21]Tomer Sery, Nir Shlezinger
COTAF: Convergent Over-the-Air Federated Learning. GLOBECOM 2020: 1-6 - [i16]Dor Livne, Kobi Cohen:
PoPS: Policy Pruning and Shrinking for Deep Reinforcement Learning. CoRR abs/2001.05012 (2020) - [i15]Tomer Sery, Nir Shlezinger, Kobi Cohen, Yonina C. Eldar:
Over-the-Air Federated Learning from Heterogeneous Data. CoRR abs/2009.12787 (2020)
2010 – 2019
- 2019
- [j16]Kobi Cohen
A Time-Varying Opportunistic Multiple Access for Delay-Sensitive Inference in Wireless Sensor Networks. IEEE Access 7: 170475-170487 (2019) - [j15]Boshuang Huang
Active Anomaly Detection in Heterogeneous Processes. IEEE Trans. Inf. Theory 65(4): 2284-2301 (2019) - [j14]Andrey Gurevich, Kobi Cohen
Sequential Anomaly Detection Under a Nonlinear System Cost. IEEE Trans. Signal Process. 67(14): 3689-3703 (2019) - [j13]Oshri Naparstek
Deep Multi-User Reinforcement Learning for Distributed Dynamic Spectrum Access. IEEE Trans. Wirel. Commun. 18(1): 310-323 (2019) - [c20]Tomer Sery, Kobi Cohen:
A Sequential Gradient-Based Multiple Access for Distributed Learning over Fading Channels. Allerton 2019: 303-307 - [c19]Tomer Gafni, Kobi Cohen:
A Distributed Stable Strategy Learning Algorithm for Multi-User Dynamic Spectrum Access. Allerton 2019: 347-351 - [i14]Tomer Gafni, Kobi Cohen:
Learning in Restless Multi-Armed Bandits via Adaptive Arm Sequencing Rules. CoRR abs/1906.08120 (2019) - [i13]Tomer Sery, Kobi Cohen:
On Analog Gradient Descent Learning over Multiple Access Fading Channels. CoRR abs/1908.07463 (2019) - [i12]Bar Hemo, Tomer Gafni, Kobi Cohen, Qing Zhao:
Searching for Anomalies over Composite Hypotheses. CoRR abs/1911.05381 (2019) - 2018
- [j12]Kobi Cohen
Spectrum and Energy Efficient Multiple Access for Detection in Wireless Sensor Networks. IEEE Trans. Signal Process. 66(22): 5988-6001 (2018) - [c18]Anton Puzanov, Kobi Cohen:
Deep Reinforcement One-Shot Learning for Change Point Detection. Allerton 2018: 1047-1051 - [c17]Boshuang Huang, Kobi Cohen, Qing Zhao:
Active Anomaly Detection in Heterogeneous Processes. ICASSP 2018: 3924-3928 - [c16]Kobi Cohen, Amir Leshem
Density-Based Multiple Access for Detection in Wireless Sensor Networks. ISIT 2018: 776-780 - [c15]Tomer Gafni, Kobi Cohen:
Learning in Restless Multi-Armed Bandits using Adaptive Arm Sequencing Rules. ISIT 2018: 1206-1210 - [c14]Chao Wang, Qing Zhao, Kobi Cohen:
Dynamic Search on a Tree with Information-Directed Random Walk. SPAWC 2018: 1-5 - [i11]Anton Puzanov, Kobi Cohen:
Deep Reinforcement One-Shot Learning for Artificially Intelligent Classification Systems. CoRR abs/1808.01527 (2018) - [i10]Kobi Cohen, Amir Leshem:
Spectrum and Energy Efficient Multiple Access for Detection in Wireless Sensor Networks. CoRR abs/1809.08468 (2018) - 2017
- [j11]Kobi Cohen
Distributed Learning Algorithms for Spectrum Sharing in Spatial Random Access Wireless Networks. IEEE Trans. Autom. Control. 62(6): 2854-2869 (2017) - [j10]Kobi Cohen
On Projected Stochastic Gradient Descent Algorithm with Weighted Averaging for Least Squares Regression. IEEE Trans. Autom. Control. 62(11): 5974-5981 (2017) - [c13]Andrey Gurevich, Kobi Cohen
Anomaly detection under a nonlinear system cost objective function. Allerton 2017: 634-638 - [c12]Oshri Naparstek, Kobi Cohen
Deep Multi-User Reinforcement Learning for Dynamic Spectrum Access in Multichannel Wireless Networks. GLOBECOM 2017: 1-7 - [c11]Chao Wang, Kobi Cohen
Active hypothesis testing on a tree: Anomaly detection under hierarchical observations. ISIT 2017: 993-997 - [i9]Boshuang Huang, Kobi Cohen, Qing Zhao:
Sequential Active Detection of Anomalies in Heterogeneous Processes. CoRR abs/1704.00766 (2017) - [i8]Oshri Naparstek, Kobi Cohen:
Deep Multi-User Reinforcement Learning for Dynamic Spectrum Access in Multichannel Wireless Networks. CoRR abs/1704.02613 (2017) - 2016
- [j9]Kobi Cohen
Distributed Game-Theoretic Optimization and Management of Multichannel ALOHA Networks. IEEE/ACM Trans. Netw. 24(3): 1718-1731 (2016) - [c10]Kobi Cohen
On projected stochastic gradient descent algorithm with weighted averaging for least squares regression. ICASSP 2016: 2314-2318 - [c9]Bar Hemo, Kobi Cohen
Asymptotically optimal search of unknown anomalies. ISSPIT 2016: 75-80 - [i7]Kobi Cohen, Angelia Nedic, R. Srikant:
On Projected Stochastic Gradient Descent Algorithm with Weighted Averaging for Least Squares Regression. CoRR abs/1606.03000 (2016) - [i6]Chao Wang, Qing Zhao, Kobi Cohen:
Active Hypothesis Testing on A Tree: Anomaly Detection under Hierarchical Observations. CoRR abs/1612.09067 (2016) - 2015
- [j8]Kobi Cohen
Active Hypothesis Testing for Anomaly Detection. IEEE Trans. Inf. Theory 61(3): 1432-1450 (2015) - [j7]Kobi Cohen
Asymptotically Optimal Anomaly Detection via Sequential Testing. IEEE Trans. Signal Process. 63(11): 2929-2941 (2015) - [c8]Kobi Cohen
Distributed learning algorithms for spectrum sharing in spatial random access networks. WiOpt 2015: 513-520 - [i5]Kobi Cohen, Angelia Nedic, R. Srikant:
Distributed Learning Algorithms for Spectrum Sharing in Spatial Random Access Wireless Networks. CoRR abs/1507.05664 (2015) - 2014
- [j6]Kobi Cohen
Optimal Index Policies for Anomaly Localization in Resource-Constrained Cyber Systems. IEEE Trans. Signal Process. 62(16): 4224-4236 (2014) - [c7]Kobi Cohen
Restless multi-armed bandits under time-varying activation constraints for dynamic spectrum access. ACSSC 2014: 1575-1578 - [c6]Kobi Cohen
Anomaly detection over independent processes: Switching with memory. Allerton 2014: 33-37 - [c5]Kobi Cohen
Quickest anomaly detection: A case of active hypothesis testing. ITA 2014: 1-5 - [i4]Kobi Cohen, Qing Zhao:
Active Hypothesis Testing for Quickest Anomaly Detection. CoRR abs/1403.1023 (2014) - [i3]Kobi Cohen, Qing Zhao, Ananthram Swami:
Optimal Index Policies for Anomaly Localization in Resource-Constrained Cyber Systems. CoRR abs/1405.4098 (2014) - [i2]Kobi Cohen, Qing Zhao:
Asymptotically Optimal Sequential Tests for Anomaly Detection: Switching with Memory. CoRR abs/1405.4659 (2014) - 2013
- [j5]Kobi Cohen
Game Theoretic Aspects of the Multi-Channel ALOHA Protocol in Cognitive Radio Networks. IEEE J. Sel. Areas Commun. 31(11): 2276-2288 (2013) - [j4]Kobi Cohen
Performance Analysis of Likelihood-Based Multiple Access for Detection Over Fading Channels. IEEE Trans. Inf. Theory 59(4): 2471-2481 (2013) - [c4]Kobi Cohen
Distributed throughput maximization for multi-channel ALOHA networks. CAMSAP 2013: 456-459 - [c3]Kobi Cohen
Optimal index policies for quickest localization of anomaly in cyber networks. GlobalSIP 2013: 221-224 - [i1]Kobi Cohen, Amir Leshem:
Distributed Game Theoretic Optimization and Management of Multi-Channel ALOHA Networks. CoRR abs/1312.7513 (2013) - 2012
- [j3]Oshri Naparstek, Kobi Cohen
Parametric Spectrum Shaping for Downstream Spectrum Management of Digital Subscriber Lines. IEEE Commun. Lett. 16(3): 417-419 (2012) - [c2]Kobi Cohen
A Game Theoretic Optimization of the Multi-channel ALOHA Protocol. GAMENETS 2012: 77-87 - 2011
- [j2]Kobi Cohen
Energy-Efficient Detection in Wireless Sensor Networks Using Likelihood Ratio and Channel State Information. IEEE J. Sel. Areas Commun. 29(8): 1671-1683 (2011) - 2010
- [j1]Kobi Cohen
A time-varying opportunistic approach to lifetime maximization of wireless sensor networks. IEEE Trans. Signal Process. 58(10): 5307-5319 (2010)
2000 – 2009
- 2009
- [c1]Kobi Cohen
Time-varying Opportunistic Protocol for maximizing sensor networks lifetime. ICASSP 2009: 2421-2424
Coauthor Index
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last updated on 2024-10-13 18:01 CEST by the dblp team
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