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consistency analysis

9 papers

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Co-occurring keywords

graph-based learning (65) spectral clustering (304) semi-supervised learning (2331) markov chain monte carlo (724) multiclass classification (180) regularized learning (15) risk minimization (56) universal consistency (17) sparse regression (175) multiple kernel learning (80)

Papers

TRACE: A Framework for Analyzing and Enhancing Stepwise Reasoning in Vision-Language Models EACL 2026
Consistency of Dictionary-Based Manifold Learning AISTATS 2024
Consistency of Multiple Kernel Clustering ICML 2023
Rethinking and Reweighting the Univariate Losses for Multi-Label Ranking: Consistency and Generalization NIPS 2021
Consistency of Semi-Supervised Learning Algorithms on Graphs: Probit and One-Hot Methods JMLR 2020
On the consistency of graph-based Bayesian semi-supervised learning and the scalability of sampling algorithms JMLR 2020
Consistency of Cheeger and Ratio Graph Cuts JMLR 2016
Multiclass Learning with Simplex Coding NIPS 2012
AdaBoost is Consistent NIPS 2006