"statistical consistency" Papers

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Consistency Conditions for Differentiable Surrogate Losses

Drona Khurana, Anish Thilagar, Dhamma Kimpara et al.

NEURIPS 2025arXiv:2505.13760

Neural Networks Perform Sufficient Dimension Reduction

Shuntuo Xu, Zhou Yu

AAAI 2025paperarXiv:2412.19033
3
citations

Statistical Analysis of an Adversarial Bayesian Weak Supervision Method

Steven An

NEURIPS 2025