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07/10/2023
Unlimited Sampling of Bandpass Signals: Computational Demodulation via Undersampling
Bandpass signals are an important sub-class of bandlimited signals that ...
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09/14/2022
Multi-Dimensional Unlimited Sampling and Robust Reconstruction
In this paper we introduce a new sampling and reconstruction approach fo...
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08/22/2022
Time Encoding via Unlimited Sampling: Theory, Algorithms and Hardware Validation
An alternative to conventional uniform sampling is that of time encoding...
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11/24/2021
The Surprising Benefits of Hysteresis in Unlimited Sampling: Theory, Algorithms and Experiments
The Unlimited Sensing Framework (USF) was recently introduced to overcom...
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05/22/2020
A machine learning based software pipeline to pick the variable ordering for algorithms with polynomial inputs
We are interested in the application of Machine Learning (ML) technology...
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11/28/2019
Improved cross-validation for classifiers that make algorithmic choices to minimise runtime without compromising output correctness
Our topic is the use of machine learning to improve software by making c...
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06/03/2019
Algorithmically generating new algebraic features of polynomial systems for machine learning
There are a variety of choices to be made in both computer algebra syste...
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04/24/2019