outlier robustness

Variational Inference based on Robust Divergences AISTATS 2018 Angle Principal Component Analysis IJCAI 2017 Robust and Scalable Bayes via a Median of Subset Posterior Measures JMLR 2017 Self-paced Mixture of Regressions IJCAI 2017 Student-t Process Regression with Student-t Likelihood IJCAI 2017 Minimizing the Maximal Loss: How and Why ICML 2016 A View of Margin Losses as Regularizers of Probability Estimates JMLR 2015 Finding the Subspace Mean or Median to Fit Your Need CVPR 2014 Meta-Gaussian Information Bottleneck NeurIPS 2012 Efficient and Robust Feature Selection via Joint ℓ2,1-Norms Minimization NeurIPS 2010 Relaxed Clipping: A Global Training Method for Robust Regression and Classification NeurIPS 2010 On the Design of Loss Functions for Classification: theory, robustness to outliers, and SavageBoost NeurIPS 2008