| SURPRISES IN HIGH-DIMENSIONAL RIDGELESS LEAST SQUARES INTERPOLATION | 3 | 0.38 | 2019 |
| Rescaling and other forms of unsupervised preprocessing introduce bias into cross-validation. | 0 | 0.34 | 2019 |
| Lossless Compression of Random Forests. | 0 | 0.34 | 2019 |
| Lossless (and Lossy) Compression of Random Forests. | 0 | 0.34 | 2018 |
| Innovation Representation of Stochastic Processes With Application to Causal Inference. | 1 | 0.35 | 2018 |
| The Everlasting Database: Statistical Validity at a Fair Price. | 0 | 0.34 | 2018 |
| Resolution considerations in imaging of the cortical layers. | 4 | 0.40 | 2018 |
| Linear Independent Component Analysis Over Finite Fields: Algorithms and Bounds. | 1 | 0.35 | 2018 |
| Cross-Validated Variable Selection in Tree-Based Methods Improves Predictive Performance. | 0 | 0.34 | 2017 |
| Using Stochastic Approximation Techniques to Efficiently Construct Confidence Intervals for Heritability. | 0 | 0.34 | 2017 |
| Association testing of bisulfite-sequencing methylation data via a Laplace approximation. | 0 | 0.34 | 2017 |
| Large Alphabet Source Coding using Independent Component Analysis. | 1 | 0.35 | 2017 |
| Generalized Independent Component Analysis Over Finite Alphabets | 6 | 0.45 | 2016 |
| Binary independent component analysis: Theory, bounds and algorithms | 0 | 0.34 | 2016 |
| Compressing Random Forests | 0 | 0.34 | 2016 |
| Isotonic Modeling with Non-differentiable Loss Functions with Application to Lasso Regularization | 1 | 0.35 | 2016 |
| A Simple and Efficient Approach for Adaptive Entropy Coding over Large Alphabets | 0 | 0.34 | 2016 |
| Universal Compression of Memoryless Sources over Large Alphabets via Independent Component Analysis | 0 | 0.34 | 2015 |
| Generalized binary independent component analysis | 5 | 0.46 | 2014 |
| Optimal Set Cover Formulation for Exclusive Row Biclustering of Gene Expression. | 1 | 0.35 | 2014 |
| Optimal Set Cover Formulation for Exclusive Row Biclustering of Gene Expression. | 1 | 0.35 | 2014 |
| Memoryless Representation Of Markov Processes | 0 | 0.34 | 2013 |
| lobSTR: A short tandem repeat profiler for personal genomes. | 14 | 1.30 | 2012 |
| Exclusive Row Biclustering for Gene Expression Using a Combinatorial Auction Approach | 1 | 0.35 | 2012 |
| Weighted pooling--practical and cost-effective techniques for pooled high-throughput sequencing. | 4 | 0.56 | 2012 |
| Prediction-based regularization using data augmented regression | 0 | 0.34 | 2012 |
| Isotonic Recursive Partitioning | 1 | 0.36 | 2011 |
| Accurate estimation of heritability in genome wide studies using random effects models. | 3 | 0.46 | 2011 |
| Leakage in data mining: formulation, detection, and avoidance | 29 | 2.92 | 2011 |
| A/B Testing at SweetIM: The Importance of Proper Statistical Analysis | 1 | 0.36 | 2011 |
| The quality preserving database: a computational framework for encouraging collaboration, enhancing power and controlling false discovery. | 1 | 0.43 | 2011 |
| Decomposing Isotonic Regression for Efficiently Solving Large Problems. | 5 | 0.47 | 2010 |
| Maximum likelihood estimation of locus-specific mutation rates in Y-chromosome short tandem repeats. | 0 | 0.34 | 2010 |
| Medical data mining: insights from winning two competitions | 13 | 1.15 | 2010 |
| Operations Research Improves Sales Force Productivity at IBM | 4 | 0.63 | 2010 |
| Grouped graphical Granger modeling for gene expression regulatory networks discovery | 46 | 2.11 | 2009 |
| Grouped graphical Granger modeling methods for temporal causal modeling | 10 | 0.82 | 2009 |
| Bi-level path following for cross validated solution of kernel quantile regression | 6 | 0.60 | 2008 |
| Breast cancer identification: KDD CUP winner's report | 6 | 0.92 | 2008 |
| Customer targeting models using actively-selected web content | 5 | 0.58 | 2008 |
| Efficient inference on known phylogenetic trees using Poisson regression. | 0 | 0.34 | 2007 |
| Making the most of your data: KDD Cup 2007 "How Many Ratings" winner's report | 5 | 1.02 | 2007 |
| l1 regularization in infinite dimensional feature spaces | 4 | 0.46 | 2007 |
| Analytics-driven solutions for customer targeting and sales-force allocation | 10 | 1.30 | 2007 |
| High-quantile modeling for customer wallet estimation and other applications | 12 | 1.42 | 2007 |
| Ranking-based evaluation of regression models | 22 | 1.12 | 2007 |
| Inferring common origins from mtDNA | 2 | 0.43 | 2006 |
| A new multi-view regression approach with an application to customer wallet estimation | 6 | 0.87 | 2006 |
| Data-Enhanced Predictive Modeling for Sales Targeting | 6 | 1.09 | 2006 |
| Results of the French Evalda-Media evaluation campaign for literal understanding | 16 | 1.01 | 2006 |
