conftrace_

threshold selection

6 papers

Explore in graph

Co-occurring keywords · papers mentioning both

out-of-distribution detection (2) unsupervised learning (2) distribution shape (1) optimal classifier (1) threshold setting (1) unsafe prediction (1) plug-in estimator (1) contamination factor (1) large language model (1) open-world classification (1)

Papers

Reconsidering LLM Uncertainty Estimation Methods in the Wild ACL 2025 Can we Defend Against the Unknown? An Empirical Study About Threshold Selection for Neural Network Monitoring UAI 2024 Threshold-Consistent Margin Loss for Open-World Deep Metric Learning ICLR 2024 Evaluating the Practical Utility of Confidence-score based Techniques for Unsupervised Open-world Classification ACL 2022 Transferring the Contamination Factor between Anomaly Detection Domains by Shape Similarity AAAI 2022 Consistent Binary Classification with Generalized Performance Metrics NeurIPS 2014