conftrace_

data reduction

10 papers

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Co-occurring keywords

support vector machine (978) perturbation theory (8) excess risk (66) excess risk bound (38) nearest neighbor classifier (31) backdoor attack (385) boosting algorithm (78) dual problem (10) graph coarsening (22) graph pooling (38)

Papers

BadWindtunnel: Defending Backdoor in High-noise Simulated Training with Confidence Variance ACL 2025
A Coreset Learning Reality Check AAAI 2023
Generalizing Downsampling from Regular Data to Graphs AAAI 2023
A Consolidated Cross-Validation Algorithm for Support Vector Machines via Data Reduction NIPS 2022
Set Based Stochastic Subsampling ICML 2022
Coresets for Ordered Weighted Clustering ICML 2019
Scaling SVM and Least Absolute Deviations via Exact Data Reduction ICML 2014
Loss-Proportional Subsampling for Subsequent ERM ICML 2013
Spectral Clustering with Perturbed Data NIPS 2008
Stopping Criterion for Boosting-Based Data Reduction Techniques: from Binary to Multiclass Problem JMLR 2002