most citedAdvanced Methods for Connectome-Based Predictive Modeling of Human Intelligence: A Novel Approach Based on Individual Differences in Cortical Topography

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cs.LG2026

Beyond Pooling: Matching for Robust Generalization under Data Heterogeneity

Ayush Roy, Rudrasis Chakraborty, Lav Varshney +1

Pooling heterogeneous datasets across domains is a common strategy in representation learning, but naive pooling can amplify distributional asymmetries and yield biased estimators,…