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07/25/2023
Online Maximum Independent Set of Hyperrectangles
The maximum independent set problem is a classical NP-hard problem in th...
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06/15/2023
Sampling-Based Techniques for Training Deep Neural Networks with Limited Computational Resources: A Scalability Evaluation
Deep neural networks are superior to shallow networks in learning comple...
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05/25/2023
Maximizing Neutrality in News Ordering
The detection of fake news has received increasing attention over the pa...
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05/14/2021
Efficient Algorithms for Constructing an Interpolative Decomposition
Low-rank approximations are essential in modern data science. The interp...
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08/11/2020
Random Projections and Dimension Reduction
This paper, broadly speaking, covers the use of randomness in two main a...
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08/28/2019