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20222026
most citedTabular Few-Shot Generalization Across Heterogeneous Feature Spaces

4 citations · 7 across the 8 of their papers we have counts for

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cs.LG2026

Discovery of Hidden Miscalibration Regimes

Katarzyna Kobalczyk, Mihaela van der Schaar

Calibration is commonly evaluated by comparing model confidence with its empirical correctness, implicitly treating reliability as a function of the confidence score alone. However…

cs.LG2026

Eliciting Numerical Predictive Distributions of LLMs Without Autoregression

Julianna Piskorz, Katarzyna Kobalczyk, Mihaela van der Schaar

Large Language Models (LLMs) have recently been successfully applied to regression tasks -- such as time series forecasting and tabular prediction -- by leveraging their in-context…