conftrace_

scoring function

22 papers

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Co-occurring keywords

out-of-distribution detection (617) anomaly detection (747) knowledge graph embedding (300) multivariate analysis (41) roc curve (46) representation learning (6206) unsupervised learning (3264) scalable algorithm (44) exposure bia (88) classifier ensemble (25)

Papers

SSA: Improving Performance With a Better Scoring Function ACL 2026
Do Not Design, Learn: A Trainable Scoring Function for Uncertainty Estimation in Generative LLMs NAACL 2025
Exploiting Discrepancy in Feature Statistic for Out-of-Distribution Detection AAAI 2024
Taming False Positives in Out-of-Distribution Detection with Human Feedback AISTATS 2024
Revisit PCA-based Technique for Out-of-Distribution Detection ICCV 2023
Knowledge Graph Embedding by Normalizing Flows AAAI 2023
Comparison and Analysis of New Curriculum Criteria for End-to-End ASR INTERSPEECH 2022
UniNL: Aligning Representation Learning with Scoring Function for OOD Detection via Unified Neighborhood Learning EMNLP 2022
ConRPG: Paraphrase Generation using Contexts as Regularizer EMNLP 2021
FastLAS: Scalable Inductive Logic Programming Incorporating Domain-Specific Optimisation Criteria AAAI 2020
SEEK: Segmented Embedding of Knowledge Graphs ACL 2020
Bayes Consistency vs. H-Consistency: The Interplay between Surrogate Loss Functions and the Scoring Function Class NIPS 2020
Eliminating Exposure Bias and Metric Mismatch in Multiple Object Tracking CVPR 2019
Ranking Data with Continuous Labels through Oriented Recursive Partitions NIPS 2017
On Anomaly Ranking and Excess-Mass Curves AISTATS 2015
Elicitation and Identification of Properties COLT 2014
Scoring anomalies: a M-estimation formulation AISTATS 2013
Accuracy at the Top NIPS 2012
Empirical Bernstein Inequalities for U-Statistics NIPS 2010
Overlaying classifiers: a practical approach for optimal ranking NIPS 2008
Ranking the Best Instances JMLR 2007
A Scoring Function for Learning Bayesian Networks based on Mutual Information and Conditional Independence Tests JMLR 2006