Sami Khairy

According to our database, Sami Khairy authored at least 26 papers between 2016 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

A Gradient-Aware Search Algorithm for Constrained Markov Decision Processes.

Sami Khairy, Prasanna Balaprakash, Lin X. Cai

IEEE Trans. Neural Networks Learn. Syst., December, 2024

A safe reinforcement learning algorithm for supervisory control of power plants.

Yixuan Sun, Sami Khairy, Richard B. Vilim, Rui Hu, Akshay J. Dave

Knowl. Based Syst., 2024

Multi-fidelity reinforcement learning with control variates.

Sami Khairy, Prasanna Balaprakash

Neurocomputing, 2024

Streetwise Agents: Empowering Offline RL Policies to Outsmart Exogenous Stochastic Disturbances in RTC.

Aditya Soni, Mayukh Das, Anjaly Parayil, Supriyo Ghosh, Shivam Shandilya, Ching-An Cheng, Vishak Gopal, Sami Khairy, Gabriel Mittag, Yasaman Hosseinkashi, Chetan Bansal

CoRR, 2024

Balancing Generalization and Specialization: Offline Metalearning for Bandwidth Estimation.

Aashish Gottipati, Sami Khairy, Yasaman Hosseinkashi, Gabriel Mittag, Vishak Gopal, Francis Y. Yan, Ross Cutler

CoRR, 2024

ACM MMSys 2024 Bandwidth Estimation in Real Time Communications Challenge.

Sami Khairy, Gabriel Mittag, Vishak Gopal, Francis Y. Yan, Zhixiong Niu, Ezra Ameri, Scott Inglis, Mehrsa Golestaneh, Ross Cutler

Proceedings of the 15th ACM Multimedia Systems Conference, 2024

2023

Real-time Bandwidth Estimation from Offline Expert Demonstrations.

Aashish Gottipati, Sami Khairy, Gabriel Mittag, Vishak Gopal, Ross Cutler

CoRR, 2023

2022

Data-Driven Random Access Optimization in Multi-Cell IoT Networks Using NOMA.

Sami Khairy, Prasanna Balaprakash, Lin X. Cai, H. Vincent Poor

IEEE Trans. Wirel. Commun., 2022

Numerical evidence against advantage with quantum fidelity kernels on classical data.

Lucas Slattery, Ruslan Shaydulin, Shouvanik Chakrabarti, Marco Pistoia, Sami Khairy, Stefan M. Wild

CoRR, 2022

Multifidelity Reinforcement Learning with Control Variates.

Sami Khairy, Prasanna Balaprakash

CoRR, 2022

2021

Constrained Deep Reinforcement Learning for Energy Sustainable Multi-UAV Based Random Access IoT Networks With NOMA.

Sami Khairy, Prasanna Balaprakash, Lin X. Cai, Yu Cheng

IEEE J. Sel. Areas Commun., 2021

Learning-Based Distributed Random Access for Multi-Cell IoT Networks with NOMA.

Sami Khairy, Prasanna Balaprakash, Lin X. Cai, H. Vincent Poor

CoRR, 2021

2020

Reinforcement Learning for Efficient and Fair Coexistence Between LTE-LAA and Wi-Fi.

Mengqi Han, Sami Khairy, Lin X. Cai, Yu Cheng, Ran Zhang

IEEE Trans. Veh. Technol., 2020

Capacity Analysis of Opportunistic Channel Bonding Over Multi-Channel WLANs Under Unsaturated Traffic.

Mengqi Han, Sami Khairy, Lin X. Cai, Yu Cheng, Fen Hou

IEEE Trans. Commun., 2020

Enabling Sustainable Underwater IoT Networks With Energy Harvesting: A Decentralized Reinforcement Learning Approach.

Mengqi Han, Jianli Duan, Sami Khairy, Lin X. Cai

IEEE Internet Things J., 2020

Multi-agent Reinforcement Learning for Green Energy Powered IoT Networks with Random Access.

Mengqi Han, Luis Arocas Del Castillo, Sami Khairy, Xuehan Chen, Lin X. Cai, Bin Lin, Fen Hou

Proceedings of the 92nd IEEE Vehicular Technology Conference, 2020

Optimizing Non-Orthogonal Multiple Access in Random Access Networks.

Ziru Chen, Yong Liu, Sami Khairy, Lin X. Cai, Yu Cheng, Ran Zhang

Proceedings of the 91st IEEE Vehicular Technology Conference, 2020

Learning to Optimize Variational Quantum Circuits to Solve Combinatorial Problems.

Sami Khairy, Ruslan Shaydulin, Lukasz Cincio, Yuri Alexeev, Prasanna Balaprakash

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

A Renewal Theory Based Analytical Model for Multi-Channel Random Access in IEEE 802.11ac/ax.

Sami Khairy, Mengqi Han, Lin X. Cai, Yu Cheng, Zhu Han

IEEE Trans. Mob. Comput., 2019

Sustainable Wireless IoT Networks With RF Energy Charging Over Wi-Fi (CoWiFi).

Sami Khairy, Mengqi Han, Lin X. Cai, Yu Cheng

IEEE Internet Things J., 2019

Reinforcement-Learning-Based Variational Quantum Circuits Optimization for Combinatorial Problems.

Sami Khairy, Ruslan Shaydulin, Lukasz Cincio, Yuri Alexeev, Prasanna Balaprakash

CoRR, 2019

2018

A Performance Comparison of LBE Based Coexistence Protocols for LAA and Wi-Fi.

Mengqi Han, Sami Khairy, Zhao Chen, Lin X. Cai, Yu Cheng

Proceedings of the 2018 IEEE International Conference on Communications, 2018

2017

Performance Analysis of Video Services over WLANs with Channel Bonding.

Mengqi Han, Sami Khairy, Lin X. Cai, Yu Cheng, Fen Hou

Proceedings of the 86th IEEE Vehicular Technology Conference, 2017

Enabling efficient multi-channel bonding for IEEE 802.11ac WLANs.

Sami Khairy, Mengqi Han, Lin X. Cai, Yu Cheng, Zhu Han

Proceedings of the IEEE International Conference on Communications, 2017

A Hybrid-LBT MAC with Adaptive Sleep for LTE LAA Coexisting with Wi-Fi over Unlicensed Band.

Sami Khairy, Lin X. Cai, Yu Cheng, Zhu Han, Hangguan Shan

Proceedings of the 2017 IEEE Global Communications Conference, 2017

2016

Performance Analysis of Opportunistic Channel Bonding in Multi-Channel WLANs.

Mengqi Han, Sami Khairy, Lin X. Cai, Yu Cheng

Proceedings of the 2016 IEEE Global Communications Conference, 2016