Sami Khairy

36 papers A* 2A 1B 3Journal 24Unranked 6
YearRankTypeTitle / Venue / Authors
2026 A* conf
Human-in-the-Loop Bandwidth Estimation for Quality of Experience Optimization in Real-Time Video Communication.
AAAI
Sami Khairy, Gabriel Mittag, Vishak Gopal, Ross Cutler
2025 J jnl
Human-in-the-Loop Bandwidth Estimation for Quality of Experience Optimization in Real-Time Video Communication.
CoRR
Sami Khairy, Gabriel Mittag, Vishak Gopal, Ross Cutler
2025 — conf
Offline to Online Learning for Real-Time Bandwidth Estimation.
ICC
Aashish Gottipati, Sami Khairy, Gabriel Mittag, Vishak Gopal, Ross Cutler
2024 J jnl
A Gradient-Aware Search Algorithm for Constrained Markov Decision Processes.
IEEE Trans. Neural Networks Learn. Syst.
Sami Khairy, Prasanna Balaprakash, Lin X. Cai
2024 J jnl
A Safe Reinforcement Learning Algorithm for Supervisory Control of Power Plants.
CoRR
Yixuan Sun, Sami Khairy, Richard B. Vilim, Rui Hu, Akshay J. Dave
2024 J jnl
A safe reinforcement learning algorithm for supervisory control of power plants.
Knowl. Based Syst.
Yixuan Sun, Sami Khairy, Richard B. Vilim, Rui Hu, Akshay J. Dave
2024 A conf
ACM MMSys 2024 Bandwidth Estimation in Real Time Communications Challenge.
MMSys
Sami Khairy, Gabriel Mittag, Vishak Gopal, Francis Y. Yan, Zhixiong Niu, Ezra Ameri, Scott Inglis, Mehrsa Golestaneh, Ross Cutler
2024 J jnl
ACM MMSys 2024 Bandwidth Estimation in Real Time Communications Challenge.
CoRR
Sami Khairy, Gabriel Mittag, Vishak Gopal, Francis Y. Yan, Zhixiong Niu, Ezra Ameri, Scott Inglis, Mehrsa Golestaneh, Ross Cutler
2024 J jnl
Balancing Generalization and Specialization: Offline Metalearning for Bandwidth Estimation.
CoRR
Aashish Gottipati, Sami Khairy, Yasaman Hosseinkashi, Gabriel Mittag, Vishak Gopal, Francis Y. Yan, Ross Cutler
2024 J jnl
Multi-fidelity reinforcement learning with control variates.
Neurocomputing
Sami Khairy, Prasanna Balaprakash
2024 J jnl
Streetwise Agents: Empowering Offline RL Policies to Outsmart Exogenous Stochastic Disturbances in RTC.
CoRR
Aditya Soni, Mayukh Das, Anjaly Parayil, Supriyo Ghosh, Shivam Shandilya, Ching-An Cheng, Vishak Gopal, Sami Khairy, Gabriel Mittag, Yasaman Hosseinkashi, Chetan Bansal
2023 B conf
Multi-Fidelity Reinforcement Learning with Control Variates.
ESANN
Sami Khairy, Prasanna Balaprakash
2023 J jnl
Real-time Bandwidth Estimation from Offline Expert Demonstrations.
CoRR
Aashish Gottipati, Sami Khairy, Gabriel Mittag, Vishak Gopal, Ross Cutler
2022 J jnl
Data-Driven Random Access Optimization in Multi-Cell IoT Networks Using NOMA.
IEEE Trans. Wirel. Commun.
Sami Khairy, Prasanna Balaprakash, Lin X. Cai, H. Vincent Poor
2022 J jnl
Multifidelity Reinforcement Learning with Control Variates.
CoRR
Sami Khairy, Prasanna Balaprakash
2022 J jnl
Numerical evidence against advantage with quantum fidelity kernels on classical data.
CoRR
Lucas Slattery, Ruslan Shaydulin, Shouvanik Chakrabarti, Marco Pistoia, Sami Khairy, Stefan M. Wild
2021 J jnl
Constrained Deep Reinforcement Learning for Energy Sustainable Multi-UAV Based Random Access IoT Networks With NOMA.
IEEE J. Sel. Areas Commun.
Sami Khairy, Prasanna Balaprakash, Lin X. Cai, Yu Cheng
2021 J jnl
Learning-Based Distributed Random Access for Multi-Cell IoT Networks with NOMA.
CoRR
Sami Khairy, Prasanna Balaprakash, Lin X. Cai, H. Vincent Poor
2020 J jnl
A Gradient-Aware Search Algorithm for Constrained Markov Decision Processes.
CoRR
Sami Khairy, Prasanna Balaprakash, Lin X. Cai
2020 J jnl
Capacity Analysis of Opportunistic Channel Bonding Over Multi-Channel WLANs Under Unsaturated Traffic.
IEEE Trans. Commun.
Mengqi Han, Sami Khairy, Lin X. Cai, Yu Cheng, Fen Hou
2020 J jnl
Constrained Deep Reinforcement Learning for Energy Sustainable Multi-UAV based Random Access IoT Networks with NOMA.
CoRR
Sami Khairy, Prasanna Balaprakash, Lin X. Cai, Yu Cheng
2020 J jnl
Enabling Sustainable Underwater IoT Networks With Energy Harvesting: A Decentralized Reinforcement Learning Approach.
IEEE Internet Things J.
Mengqi Han, Jianli Duan, Sami Khairy, Lin X. Cai
2020 A* conf
Learning to Optimize Variational Quantum Circuits to Solve Combinatorial Problems.
AAAI
Sami Khairy, Ruslan Shaydulin, Lukasz Cincio, Yuri Alexeev, Prasanna Balaprakash
2020 — conf
Multi-agent Reinforcement Learning for Green Energy Powered IoT Networks with Random Access.
VTC Fall
Mengqi Han, Luis Arocas Del Castillo, Sami Khairy, Xuehan Chen, Lin X. Cai, Bin Lin, Fen Hou
2020 — conf
Optimizing Non-Orthogonal Multiple Access in Random Access Networks.
VTC Spring
Ziru Chen, Yong Liu, Sami Khairy, Lin X. Cai, Yu Cheng, Ran Zhang
2020 J jnl
Optimizing Non-Orthogonal Multiple Access in Random Access Networks.
CoRR
Ziru Chen, Yong Liu, Sami Khairy, Lin X. Cai, Yu Cheng, Ran Zhang
2020 J jnl
Reinforcement Learning for Efficient and Fair Coexistence Between LTE-LAA and Wi-Fi.
IEEE Trans. Veh. Technol.
Mengqi Han, Sami Khairy, Lin X. Cai, Yu Cheng, Ran Zhang
2019 J jnl
A Renewal Theory Based Analytical Model for Multi-Channel Random Access in IEEE 802.11ac/ax.
IEEE Trans. Mob. Comput.
Sami Khairy, Mengqi Han, Lin X. Cai, Yu Cheng, Zhu Han
2019 J jnl
Learning to Optimize Variational Quantum Circuits to Solve Combinatorial Problems.
CoRR
Sami Khairy, Ruslan Shaydulin, Lukasz Cincio, Yuri Alexeev, Prasanna Balaprakash
2019 J jnl
Reinforcement-Learning-Based Variational Quantum Circuits Optimization for Combinatorial Problems.
CoRR
Sami Khairy, Ruslan Shaydulin, Lukasz Cincio, Yuri Alexeev, Prasanna Balaprakash
2019 J jnl
Sustainable Wireless IoT Networks With RF Energy Charging Over Wi-Fi (CoWiFi).
IEEE Internet Things J.
Sami Khairy, Mengqi Han, Lin X. Cai, Yu Cheng
2018 — conf
A Performance Comparison of LBE Based Coexistence Protocols for LAA and Wi-Fi.
ICC
Mengqi Han, Sami Khairy, Zhao Chen, Lin X. Cai, Yu Cheng
2017 B conf
A Hybrid-LBT MAC with Adaptive Sleep for LTE LAA Coexisting with Wi-Fi over Unlicensed Band.
GLOBECOM
Sami Khairy, Lin X. Cai, Yu Cheng, Zhu Han, Hangguan Shan
2017 — conf
Enabling efficient multi-channel bonding for IEEE 802.11ac WLANs.
ICC
Sami Khairy, Mengqi Han, Lin X. Cai, Yu Cheng, Zhu Han
2017 — conf
Performance Analysis of Video Services over WLANs with Channel Bonding.
VTC Fall
Mengqi Han, Sami Khairy, Lin X. Cai, Yu Cheng, Fen Hou
2016 B conf
Performance Analysis of Opportunistic Channel Bonding in Multi-Channel WLANs.
GLOBECOM
Mengqi Han, Sami Khairy, Lin X. Cai, Yu Cheng