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08/21/2023
Relax and penalize: a new bilevel approach to mixed-binary hyperparameter optimization
In recent years, bilevel approaches have become very popular to efficien...
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05/31/2023
Learning the Right Layers: a Data-Driven Layer-Aggregation Strategy for Semi-Supervised Learning on Multilayer Graphs
Clustering (or community detection) on multilayer graphs poses several a...
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01/28/2023
Laplacian-based Semi-Supervised Learning in Multilayer Hypergraphs by Coordinate Descent
Graph Semi-Supervised learning is an important data analysis tool, where...
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10/07/2021
An Improved Penalty Algorithm using Model Order Reduction for MIPDECO problems with partial observations
This work addresses optimal control problems governed by a linear time-d...
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07/15/2019