TabPFN outperforms published models on three energetic-material properties
Untuned TabPFN on Chemprop embeddings beats Chemprop itself and is more than ten times faster than XGBoost.
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Stories tagged #tabular-models
Loscar extends residual causal discovery to location-scale noise
Pretrained in-context quantile regression beats feasible generalized least squares, especially when causes are multivariate.
TabWM predicts relational edits from observed executions
Across 512 held-out worlds, complete-edit F1 rose from 0.016 with no executions to 0.685 with 64.
Target leakage, not model class, explains reported accuracy in survey-based cardiovascular screening: a leakage-tiered audit of glass-box and tabular foundation models
Audits of 10 classifiers on BRFSS show target leakage, not model class, drives the reported 0.89 AUROC in survey-based cardiovascular screening.