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02/24/2022
SQuadMDS: a lean Stochastic Quartet MDS improving global structure preservation in neighbor embedding like t-SNE and UMAP
Multidimensional scaling is a statistical process that aims to embed hig...
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01/07/2021
DICE: Deep Significance Clustering for Outcome-Aware Stratification
We present deep significance clustering (DICE), a framework for jointly ...
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06/27/2019
Hierarchical Optimal Transport for Multimodal Distribution Alignment
In many machine learning applications, it is necessary to meaningfully a...
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01/11/2018
Characterizing Scalability Issues in Spreadsheet Software using Online Forums
In traditional usability studies, researchers talk to users of tools to ...
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10/25/2017
Inversion using a new low-dimensional representation of complex binary geological media based on a deep neural network
Efficient and high-fidelity prior sampling and inversion for complex geo...
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10/02/2017
Accelerating Scientific Data Exploration via Visual Query Systems
The increasing availability of rich and complex data in a variety of sci...
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02/01/2017