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08/02/2022
PAN: Pulse Ansatz on NISQ Machines
Variational quantum algorithms (VQAs) have demonstrated great potentials...
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02/14/2022
Reinforcement Learning in Presence of Discrete Markovian Context Evolution
We consider a context-dependent Reinforcement Learning (RL) setting, whi...
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01/15/2021
Efficient Semi-Implicit Variational Inference
In this paper, we propose CI-VI an efficient and scalable solver for sem...
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10/01/2020
System Design and Analysis for Energy-Efficient Passive UAV Radar Imaging System using Illuminators of Opportunity
Unmanned ariel vehicle (UAV) can provide superior flexibility and cost-e...
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07/30/2019