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set-valued prediction

7 papers

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Co-occurring keywords · papers mentioning both

prediction set (2) multi-label classification (2) conformal prediction (2) intent prediction (1) probabilistic learning (1) cost control (1) value maximization (1) set-valued output (1) sequential generation (1) representation complexity (1)

Papers

Set Valued Predictions For Robust Domain Generalization ICML 2025 Risk-Calibrated Human-Robot Interaction via Set-Valued Intent Prediction RSS 2024 Fast Online Value-Maximizing Prediction Sets with Conformal Cost Control ICML 2023 PAC-Bayes Generalization Certificates for Learned Inductive Conformal Prediction NeurIPS 2023 Set-valued prediction in hierarchical classification with constrained representation complexity UAI 2022 A Sequential Set Generation Method for Predicting Set-Valued Outputs AAAI 2019 Reliable Multi-class Classification based on Pairwise Epistemic and Aleatoric Uncertainty IJCAI 2018