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Mingeun Kang

2 accepted papers

2024

Enforcing Constraints in RNA Secondary Structure Predictions: A Post-Processing Framework Based on the Assignment Problem

ICML 2024poster

RNA properties, such as function and stability, are intricately tied to their two-dimensional conformations. This has spurred the development of computational models for predicting the RNA secondary structures, leveraging dynamic programming or machine learning (ML) techniques. These structures are…

Cited by 0SourcePDFScholar
2020

Autoencoder-based Graph Construction for Semi-supervised Learning

ECCV 2020poster

We consider graph-based semi-supervised learning that leverages a similarity graph across data points to better exploit data structure exposed in unlabeled data. One challenge that arises in this problem context is that conventional matrix completion which can serve to construct a similarity graph e…

Cited by 11SourcePDFScholar