62 citations · 192 across the 26 of their papers we have counts for
Showing 2020 · stat.MLShow all
2 papers · 2 filters
stat.ML2020
Approximate Cross-Validation with Low-Rank Data in High Dimensions
William T. Stephenson, Madeleine Udell, Tamara Broderick
Many recent advances in machine learning are driven by a challenging trifecta: large data size ; high dimensions; and expensive algorithms. In this setting, cross-validation (CV…
stat.ML2020
Matrix Completion with Quantified Uncertainty through Low Rank Gaussian Copula
Yuxuan Zhao, Madeleine Udell
Modern large scale datasets are often plagued with missing entries. For tabular data with missing values, a flurry of imputation algorithms solve for a complete matrix which minimi…