misclassification error

Neural Collapse meets Differential Privacy: Curious behaviors of NoisyGD with Near-Perfect Representation Learning ICML 2024 Testable Learning of General Halfspaces with Adversarial Label Noise COLT 2024 Learning from Low Rank Tensor Data: A Random Tensor Theory Perspective UAI 2023 Semi-supervised Community Detection via Structural Similarity Metrics ICLR 2023 Who Should Predict? Exact Algorithms For Learning to Defer to Humans AISTATS 2023 Optimal SQ Lower Bounds for Learning Halfspaces with Massart Noise COLT 2022 Boosting in the Presence of Massart Noise COLT 2021 Alternating optimization of decision trees, with application to learning sparse oblique trees NeurIPS 2018 Reduction from Cost-Sensitive Multiclass Classification to One-versus-One Binary Classification ACML 2014 Learning Halfspaces with the Zero-One Loss: Time-Accuracy Tradeoffs NeurIPS 2012 Learning large-margin halfspaces with more malicious noise NeurIPS 2011 Second Order Cone Programming Formulations for Feature Selection JMLR 2004