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06/10/2022
Flexible Differentiable Optimization via Model Transformations
We introduce DiffOpt.jl, a Julia library to differentiate through the so...
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03/21/2022
TinyMLOps: Operational Challenges for Widespread Edge AI Adoption
Deploying machine learning applications on edge devices can bring clear ...
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02/10/2022
A VM/Containerized Approach for Scaling TinyML Applications
Although deep neural networks are typically computationally expensive to...
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10/16/2021
A Dataset for Discourse Structure in Peer Review Discussions
At the foundation of scientific evaluation is the labor-intensive proces...
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10/15/2021
BayesAoA: A Bayesian method for Computation Efficient Angle of Arrival Estimation
The angle of Arrival (AoA) estimation is of great interest in modern com...
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11/18/2020
Domain Concretization from Examples: Addressing Missing Domain Knowledge via Robust Planning
The assumption of complete domain knowledge is not warranted for robot p...
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04/16/2020
Order Matters: Generating Progressive Explanations for Planning Tasks in Human-Robot Teaming
Prior work on generating explanations has been focused on providing the ...
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09/24/2019
Globalized Robust Markov Perfect Equilibrium for Discounted Stochastic Games and its Application on Intrusion Detection in Wireless Sensor Networks: Part I – Theory
In this article, we study a discounted stochastic game to model resource...
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09/24/2019