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2020 – today
- 2024
[i4]Samhita Kuili, Kareem Dabbour, Irtiza Hasan, Andrea Herscovich, Burak Kantarci, Marcel Chenier, Melike Erol-Kantarci:
Adversarial Machine Learning-Enabled Anonymization of OpenWiFi Data. CoRR abs/2401.01542 (2024)- 2023
- [j1]Pedro Enrique Iturria-Rivera
, Marcel Chenier, Bernard Herscovici, Burak Kantarci, Melike Erol-Kantarci:
Meta-Bandit: Spatial Reuse Adaptation via Meta-Learning in Distributed Wi-Fi 802.11ax. IEEE Netw. Lett. 5(4): 179-183 (2023) - [c3]Samhita Kuili, Burak Kantarci, Marcel Chenier, Melike Erol-Kantarci, Bernard Herscovici:
On Augmented Intelligence and Performance Anomaly Detection in Unlabeled OpenWiFi Data. ICC 2023: 3671-3677 - [c2]Pedro Enrique Iturria-Rivera, Marcel Chenier, Bernard Herscovici, Burak Kantarci, Melike Erol-Kantarci:
RL meets Multi-Link Operation in IEEE 802.11be: Multi-Headed Recurrent Soft-Actor Critic-based Traffic Allocation. ICC 2023: 4001-4006 - [c1]Pedro Enrique Iturria-Rivera, Marcel Chenier, Bernard Herscovici, Burak Kantarci, Melike Erol-Kantarci:
Channel Selection for Wi-Fi 7 Multi-Link Operation via Optimistic-Weighted VDN and Parallel Transfer Reinforcement Learning. PIMRC 2023: 1-6 - [i3]Pedro Enrique Iturria-Rivera, Marcel Chenier, Bernard Herscovici, Burak Kantarci, Melike Erol-Kantarci:
RL meets Multi-Link Operation in IEEE 802.11be: Multi-Headed Recurrent Soft-Actor Critic-based Traffic Allocation. CoRR abs/2303.08959 (2023) - [i2]Pedro Enrique Iturria-Rivera, Marcel Chenier, Bernard Herscovici, Burak Kantarci, Melike Erol-Kantarci:
Channel Selection for Wi-Fi 7 Multi-Link Operation via Optimistic-Weighted VDN and Parallel Transfer Reinforcement Learning. CoRR abs/2307.05419 (2023) - 2022
- [i1]Pedro Enrique Iturria-Rivera, Marcel Chenier, Bernard Herscovici, Burak Kantarci, Melike Erol-Kantarci:
Cooperate or not Cooperate: Transfer Learning with Multi-Armed Bandit for Spatial Reuse in Wi-Fi. CoRR abs/2211.15741 (2022)
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