"predictive performance" Papers

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Quantifying Uncertainty in the Presence of Distribution Shifts

Yuli Slavutsky, David Blei

NEURIPS 2025arXiv:2506.18283

When GNNs meet symmetry in ILPs: an orbit-based feature augmentation approach

Qian Chen, Lei Li, Qian Li et al.

ICLR 2025arXiv:2501.14211

Local Feature Selection without Label or Feature Leakage for Interpretable Machine Learning Predictions

Harrie Oosterhuis, Lijun Lyu, Avishek Anand

ICML 2024arXiv:2407.11778

Position: Embracing Negative Results in Machine Learning

Florian Karl, Malte Kemeter, Gabriel Dax et al.

ICML 2024arXiv:2406.03980

Precise Accuracy / Robustness Tradeoffs in Regression: Case of General Norms

Elvis Dohmatob, Meyer Scetbon

Understanding the Impact of Introducing Constraints at Inference Time on Generalization Error

Masaaki Nishino, Kengo Nakamura, Norihito Yasuda