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learning bound

17 papers

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Co-occurring keywords · papers mentioning both

learning theory (4) kernel methods (3) transfer learning (3) active learning (3) generalization bound (2) disagreement coefficient (2) passive learning (2) source domain (2) target domain (2) empirical risk minimization (2)

Papers

Direct Prediction Set Minimization via Bilevel Conformal Classifier Training ICML 2025 PAC-Bayes-Chernoff bounds for unbounded losses NeurIPS 2024 Revisiting Model-Agnostic Private Learning: Faster Rates and Active Learning JMLR 2021 Learning Bounds for Greedy Approximation with Explicit Feature Maps from Multiple Kernels NeurIPS 2018 Revisiting (ε, γ, τ)-similarity learning for domain adaptation NeurIPS 2018 Learning Bound for Parameter Transfer Learning NeurIPS 2016 Learning Theory and Algorithms for Forecasting Non-stationary Time Series NeurIPS 2015 Less is More: Nyström Computational Regularization NeurIPS 2015 Learning Kernels Using Local Rademacher Complexity NeurIPS 2013 Agnostic Selective Classification NeurIPS 2011 Lower Bounds for Passive and Active Learning NeurIPS 2011 Human Active Learning NeurIPS 2008 Learning Bounds for Domain Adaptation NeurIPS 2007 On Ranking in Survival Analysis: Bounds on the Concordance Index NeurIPS 2007 Structured Learning with Approximate Inference NeurIPS 2007 Bounds for Linear Multi-Task Learning JMLR 2006 A Generalization Error for Q-Learning JMLR 2005