NEURIPS 2025 "classification tasks" Papers

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Additive Models Explained: A Computational Complexity Approach

Shahaf Bassan, Michal Moshkovitz, Guy Katz

NEURIPS 2025posterarXiv:2510.21292
1
citations

Convex Approximation of Two-Layer ReLU Networks for Hidden State Differential Privacy

Rob Romijnders, Antti Koskela

NEURIPS 2025posterarXiv:2407.04884
1
citations

Rethinking Approximate Gaussian Inference in Classification

Bálint Mucsányi, Nathaël Da Costa, Philipp Hennig

NEURIPS 2025posterarXiv:2502.03366

Self Iterative Label Refinement via Robust Unlabeled Learning

Hikaru Asano, Tadashi Kozuno, Yukino Baba

NEURIPS 2025posterarXiv:2502.12565
1
citations

Split conformal classification with unsupervised calibration

Santiago Mazuelas

NEURIPS 2025posterarXiv:2510.07185

Torch-Uncertainty: Deep Learning Uncertainty Quantification

Adrien Lafage, Olivier Laurent, Firas Gabetni et al.

NEURIPS 2025spotlight