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Daniel Aloise

A column generation algorithm with dynamic constraint aggregation for minimum sum-of-squares clustering

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Oct 08, 2024
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Language Models for Novelty Detection in System Call Traces

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Sep 05, 2023
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Soft Attention: Does it Actually Help to Learn Social Interactions in Pedestrian Trajectory Prediction?

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Jun 16, 2021
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Exploring dual information in distance metric learning for clustering

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May 26, 2021
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A Practical Survey on Faster and Lighter Transformers

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Mar 26, 2021
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Heuristics for optimizing 3D mapping missions over swarm-powered ad hoc clouds

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Mar 11, 2021
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On Improving Deep Learning Trace Analysis with System Call Arguments

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Mar 11, 2021
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Automatic Cause Detection of Performance Problems in Web Applications

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Mar 08, 2021
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Empirical comparison between autoencoders and traditional dimensionality reduction methods

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Mar 08, 2021
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