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02/28/2023
Learning Hidden Markov Models Using Conditional Samples
This paper is concerned with the computational complexity of learning th...
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07/18/2022
Hidden Progress in Deep Learning: SGD Learns Parities Near the Computational Limit
There is mounting empirical evidence of emergent phenomena in the capabi...
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02/19/2021
Deluca – A Differentiable Control Library: Environments, Methods, and Benchmarking
We present an open-source library of natively differentiable physics and...
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02/12/2021
Machine Learning for Mechanical Ventilation Control
We consider the problem of controlling an invasive mechanical ventilator...
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06/08/2018
