conftrace_

set-valued prediction

6 papers

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Co-occurring keywords

multi-label classification (1009) conformal prediction (215) intent prediction (18) probabilistic learning (9) cost control (1) value maximization (2) set-valued output (2) sequential generation (10) representation complexity (2) risk calibration (2)

Papers

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 NIPS 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