heavy-tailed distribution

Robust Estimation of Transition Matrices in High Dimensional Heavy-tailed Vector Autoregressive Processes ICML 2015 Robust Portfolio Optimization NeurIPS 2015 Extreme bandits NeurIPS 2014 Heavy-tailed regression with a generalized median-of-means ICML 2014 Learning without concentration COLT 2014 Transelliptical Component Analysis NeurIPS 2012 Heavy-tailed Distances for Gradient Based Image Descriptors NeurIPS 2011 Exact inference and learning for cumulative distribution functions on loopy graphs NeurIPS 2010 Heavy-Tailed Process Priors for Selective Shrinkage NeurIPS 2010 Inference with Multivariate Heavy-Tails in Linear Models NeurIPS 2010 Maximum-likelihood learning of cumulative distribution functions on graphs AISTATS 2010 Heavy-Tailed Symmetric Stochastic Neighbor Embedding NeurIPS 2009 Characterizing response behavior in multisensory perception with conflicting cues NeurIPS 2008