Spotlight "conformal prediction" Papers

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poster (24,624)paper (8,558)oral (1,594)spotlight (1,421)highlight (975)

Conformal Mixed-Integer Constraint Learning with Feasibility Guarantees

Daniel Ovalle, Lorenz Biegler, Ignacio Grossmann et al.

NEURIPS 2025spotlightarXiv:2506.03531

Conformal prediction for multi-dimensional time series by ellipsoidal sets

Chen Xu, Hanyang Jiang, Yao Xie

ICML 2024spotlightarXiv:2403.03850
39
citations

Conformal Risk Control

Anastasios Angelopoulos, Stephen Bates, Adam Fisch et al.

ICLR 2024spotlightarXiv:2208.02814
203
citations

Designing Decision Support Systems using Counterfactual Prediction Sets

Eleni Straitouri, Manuel Gomez-Rodriguez

ICML 2024spotlightarXiv:2306.03928
24
citations