Parallel Coordinate Descent for L1-Regularized Loss Minimization
Web-Scale Bayesian Click-Through Rate Prediction for Sponsored Search Advertising in Microsoft's Bing Search Engine
Supervised Learning from Multiple Experts: Whom to trust when everyone lies a bit
ImageNet Classification with Deep Convolutional Neural Networks
Transforming Auto-encoders
Hybrid Batch Bayesian Optimization
The Big Data Bootstrap
Best Practices for Convolutional Neural Networks Applied to Visual Document Analysis
Mixtures of Gaussian Processes
Integrating Partial Model Knowledge in Model Free RL Algorithms
3D Convolutional Neural Networks for Human Action Recognition
Generating Text with Recurrent Neural Networks
Feature selection, L1 vs. L2 regularization, and rotational invariance