Tomer Gafni

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 20

Top Topics

Multi Armed Bandits

Statistical Model

Reinforcement Learning

Top Venues

IEEE Trans. Signal Process.

Publications

Tomer Gafni, Kobi Cohen, Yonina C. Eldar
Federated Learning from Heterogeneous Data via Controlled Air Aggregation with Bayesian Estimation. IEEE Trans. Signal Process. 72 (2024)
Yaniv Cohen, Tomer Gafni, Ronen Greenberg, Kobi Cohen
SINR-Aware Deep Reinforcement Learning for Distributed Dynamic Channel Allocation in Cognitive Interference Networks. CoRR (2024)
Tomer Gafni, Benjamin Wolff, Guy Revach, Nir Shlezinger, Kobi Cohen
Anomaly Search Over Discrete Composite Hypotheses in Hierarchical Statistical Models. IEEE Trans. Signal Process. 71 (2023)
Benjamin Wolff, Tomer Gafni, Guy Revach, Nir Shlezinger, Kobi Cohen
Composite Anomaly Detection via Hierarchical Dynamic Search. ISIT (2022)
Benjamin Wolff, Tomer Gafni, Guy Revach, Nir Shlezinger, Kobi Cohen
Composite Anomaly Detection via Hierarchical Dynamic Search. CoRR (2022)
Tomer Gafni, Michal Yemini, Kobi Cohen
Restless Multi-Armed Bandits under Exogenous Global Markov Process. CoRR (2022)
Tomer Gafni, Kobi Cohen
Distributed Learning Over Markovian Fading Channels for Stable Spectrum Access. IEEE Access 10 (2022)
Tomer Gafni, Nir Shlezinger, Kobi Cohen, Yonina C. Eldar, H. Vincent Poor
Federated Learning: A signal processing perspective. IEEE Signal Process. Mag. 39 (3) (2022)
Tomer Gafni, Kobi Cohen, Yonina C. Eldar
CoBAAF: Controlled Bayesian Air Aggregation Federated Learning from Heterogeneous Data. Allerton (2022)
Tomer Gafni, Michal Yemini, Kobi Cohen
Restless Multi-Armed Bandits under Exogenous Global Markov Process. ICASSP (2022)
Tomer Gafni, Michal Yemini, Kobi Cohen
Learning in Restless Bandits Under Exogenous Global Markov Process. IEEE Trans. Signal Process. 70 (2022)
Tomer Gafni, Michal Yemini, Kobi Cohen
Learning in Restless Bandits under Exogenous Global Markov Process. CoRR (2021)
Tomer Gafni, Kobi Cohen
Learning in Restless Multiarmed Bandits via Adaptive Arm Sequencing Rules. IEEE Trans. Autom. Control. 66 (10) (2021)
Tomer Gafni, Nir Shlezinger, Kobi Cohen, Yonina C. Eldar, H. Vincent Poor
Federated Learning: A Signal Processing Perspective. CoRR (2021)
Tomer Gafni, Kobi Cohen, Qing Zhao
Searching for Unknown Anomalies in Hierarchical Data Streams. IEEE Signal Process. Lett. 28 (2021)
Bar Hemo, Tomer Gafni, Kobi Cohen, Qing Zhao
Searching for Anomalies Over Composite Hypotheses. IEEE Trans. Signal Process. 68 (2020)
Tomer Gafni, Kobi Cohen
A Distributed Stable Strategy Learning Algorithm for Multi-User Dynamic Spectrum Access. Allerton (2019)
Tomer Gafni, Kobi Cohen
Learning in Restless Multi-Armed Bandits via Adaptive Arm Sequencing Rules. CoRR (2019)
Bar Hemo, Tomer Gafni, Kobi Cohen, Qing Zhao
Searching for Anomalies over Composite Hypotheses. CoRR (2019)
Tomer Gafni, Kobi Cohen
Learning in Restless Multi-Armed Bandits using Adaptive Arm Sequencing Rules. ISIT (2018)