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ORCIDSami Khairy
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2020 – today
- 2024
[j9]Sami Khairy
, Prasanna Balaprakash:
Multi-fidelity reinforcement learning with control variates. Neurocomputing 597: 127963 (2024)- [j8]Yixuan Sun, Sami Khairy, Richard B. Vilim, Rui Hu, Akshay J. Dave:
A safe reinforcement learning algorithm for supervisory control of power plants. Knowl. Based Syst. 301: 112312 (2024) - [c10]Sami Khairy, Gabriel Mittag, Vishak Gopal, Francis Y. Yan, Zhixiong Niu, Ezra Ameri, Scott Inglis, Mehrsa Golestaneh, Ross Cutler:
ACM MMSys 2024 Bandwidth Estimation in Real Time Communications Challenge. MMSys 2024: 339-345 - [i12]Yixuan Sun, Sami Khairy, Richard B. Vilim, Rui Hu, Akshay J. Dave:
A Safe Reinforcement Learning Algorithm for Supervisory Control of Power Plants. CoRR abs/2401.13020 (2024) - [i11]Sami Khairy, Gabriel Mittag, Vishak Gopal, Francis Y. Yan, Zhixiong Niu, Ezra Ameri, Scott Inglis, Mehrsa Golestaneh, Ross Cutler:
ACM MMSys 2024 Bandwidth Estimation in Real Time Communications Challenge. CoRR abs/2403.06324 (2024) - [i10]Aashish Gottipati, Sami Khairy, Yasaman Hosseinkashi, Gabriel Mittag, Vishak Gopal, Francis Y. Yan, Ross Cutler:
Balancing Generalization and Specialization: Offline Metalearning for Bandwidth Estimation. CoRR abs/2409.19867 (2024) - 2023
- [c9]Sami Khairy, Prasanna Balaprakash:
Multi-Fidelity Reinforcement Learning with Control Variates. ESANN 2023 - [i9]Aashish Gottipati, Sami Khairy, Gabriel Mittag, Vishak Gopal, Ross Cutler:
Real-time Bandwidth Estimation from Offline Expert Demonstrations. CoRR abs/2309.13481 (2023) - 2022
- [j7]Sami Khairy, Prasanna Balaprakash, Lin X. Cai, H. Vincent Poor:
Data-Driven Random Access Optimization in Multi-Cell IoT Networks Using NOMA. IEEE Trans. Wirel. Commun. 21(7): 4938-4953 (2022) - [i8]Sami Khairy, Prasanna Balaprakash:
Multifidelity Reinforcement Learning with Control Variates. CoRR abs/2206.05165 (2022) - [i7]Lucas Slattery, Ruslan Shaydulin, Shouvanik Chakrabarti, Marco Pistoia, Sami Khairy, Stefan M. Wild:
Numerical evidence against advantage with quantum fidelity kernels on classical data. CoRR abs/2211.16551 (2022) - 2021
- [j6]Sami Khairy, Prasanna Balaprakash, Lin X. Cai, Yu Cheng:
Constrained Deep Reinforcement Learning for Energy Sustainable Multi-UAV Based Random Access IoT Networks With NOMA. IEEE J. Sel. Areas Commun. 39(4): 1101-1115 (2021) - [i6]Sami Khairy, Prasanna Balaprakash, Lin X. Cai, H. Vincent Poor:
Learning-Based Distributed Random Access for Multi-Cell IoT Networks with NOMA. CoRR abs/2101.00464 (2021) - 2020
- [j5]Mengqi Han, Jianli Duan, Sami Khairy, Lin X. Cai:
Enabling Sustainable Underwater IoT Networks With Energy Harvesting: A Decentralized Reinforcement Learning Approach. IEEE Internet Things J. 7(10): 9953-9964 (2020) - [j4]Mengqi Han, Sami Khairy, Lin X. Cai, Yu Cheng, Fen Hou:
Capacity Analysis of Opportunistic Channel Bonding Over Multi-Channel WLANs Under Unsaturated Traffic. IEEE Trans. Commun. 68(3): 1552-1566 (2020) - [j3]Mengqi Han, Sami Khairy, Lin X. Cai, Yu Cheng, Ran Zhang:
Reinforcement Learning for Efficient and Fair Coexistence Between LTE-LAA and Wi-Fi. IEEE Trans. Veh. Technol. 69(8): 8764-8776 (2020) - [c8]Sami Khairy, Ruslan Shaydulin, Lukasz Cincio, Yuri Alexeev, Prasanna Balaprakash:
Learning to Optimize Variational Quantum Circuits to Solve Combinatorial Problems. AAAI 2020: 2367-2375 - [c7]Ziru Chen, Yong Liu, Sami Khairy, Lin X. Cai, Yu Cheng, Ran Zhang:
Optimizing Non-Orthogonal Multiple Access in Random Access Networks. VTC Spring 2020: 1-5 - [c6]Mengqi Han, Luis Arocas Del Castillo, Sami Khairy, Xuehan Chen, Lin X. Cai, Bin Lin, Fen Hou:
Multi-agent Reinforcement Learning for Green Energy Powered IoT Networks with Random Access. VTC Fall 2020: 1-6 - [i5]Sami Khairy, Prasanna Balaprakash, Lin X. Cai, Yu Cheng:
Constrained Deep Reinforcement Learning for Energy Sustainable Multi-UAV based Random Access IoT Networks with NOMA. CoRR abs/2002.00073 (2020) - [i4]Ziru Chen, Yong Liu, Sami Khairy, Lin X. Cai, Yu Cheng, Ran Zhang:
Optimizing Non-Orthogonal Multiple Access in Random Access Networks. CoRR abs/2002.06116 (2020) - [i3]Sami Khairy, Prasanna Balaprakash, Lin X. Cai:
A Gradient-Aware Search Algorithm for Constrained Markov Decision Processes. CoRR abs/2005.03718 (2020)
2010 – 2019
- 2019
- [j2]Sami Khairy, Mengqi Han, Lin X. Cai, Yu Cheng:
Sustainable Wireless IoT Networks With RF Energy Charging Over Wi-Fi (CoWiFi). IEEE Internet Things J. 6(6): 10205-10218 (2019) - [j1]Sami Khairy, Mengqi Han, Lin X. Cai, Yu Cheng, Zhu Han:
A Renewal Theory Based Analytical Model for Multi-Channel Random Access in IEEE 802.11ac/ax. IEEE Trans. Mob. Comput. 18(5): 1000-1013 (2019) - [i2]Sami Khairy, Ruslan Shaydulin, Lukasz Cincio, Yuri Alexeev, Prasanna Balaprakash:
Reinforcement-Learning-Based Variational Quantum Circuits Optimization for Combinatorial Problems. CoRR abs/1911.04574 (2019) - [i1]Sami Khairy, Ruslan Shaydulin, Lukasz Cincio, Yuri Alexeev, Prasanna Balaprakash:
Learning to Optimize Variational Quantum Circuits to Solve Combinatorial Problems. CoRR abs/1911.11071 (2019) - 2018
- [c5]Mengqi Han, Sami Khairy, Zhao Chen, Lin X. Cai, Yu Cheng:
A Performance Comparison of LBE Based Coexistence Protocols for LAA and Wi-Fi. ICC 2018: 1-6 - 2017
- [c4]Sami Khairy, Lin X. Cai, Yu Cheng, Zhu Han, Hangguan Shan:
A Hybrid-LBT MAC with Adaptive Sleep for LTE LAA Coexisting with Wi-Fi over Unlicensed Band. GLOBECOM 2017: 1-6 - [c3]Sami Khairy, Mengqi Han, Lin X. Cai, Yu Cheng, Zhu Han:
Enabling efficient multi-channel bonding for IEEE 802.11ac WLANs. ICC 2017: 1-6 - [c2]Mengqi Han, Sami Khairy, Lin X. Cai, Yu Cheng, Fen Hou:
Performance Analysis of Video Services over WLANs with Channel Bonding. VTC Fall 2017: 1-5 - 2016
- [c1]Mengqi Han, Sami Khairy, Lin X. Cai, Yu Cheng:
Performance Analysis of Opportunistic Channel Bonding in Multi-Channel WLANs. GLOBECOM 2016: 1-6
Coauthor Index
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