New arXiv paper systematically re-evaluates regression objectives for tabular deep learning, finding many proposed alternatives offer limited gains over tuned MSE, while quantile loss shows consistent improvements. The…

#TabularData #DeepLearning #Regression #ArXiv
https://arxiv.org/abs/2610.13909

SelectArena is a new benchmark for feature selection on real-world tabular data, addressing limitations of outdated models and artificial datasets in prior evaluations.

#MachineLearning #FeatureSelection #TabularData #AIResearch
https://arxiv.org/abs/2610.13644