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cs.LG2025★ 5 cited
Call for Action: towards the next generation of symbolic regression benchmark
Guilherme S. Imai Aldeia, Hengzhe Zhang, Geoffrey Bomarito +5
Symbolic Regression (SR) is a powerful technique for discovering interpretable mathematical expressions. However, benchmarking SR methods remains challenging due to the diversity o…
cs.LG2024
Semantically Rich Local Dataset Generation for Explainable AI in Genomics
Pedro Barbosa, Rosina Savisaar, Alcides Fonseca
Black box deep learning models trained on genomic sequences excel at predicting the outcomes of different gene regulatory mechanisms. Therefore, interpreting these models may provi…