| High SNR Consistent Compressive Sensing | Mar 10, 2017 | Compressive SensingModel Selection | —Unverified | 0 |
| mlrMBO: A Modular Framework for Model-Based Optimization of Expensive Black-Box Functions | Mar 9, 2017 | Bayesian Optimizationregression | CodeCode Available | 0 |
| Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks | Mar 9, 2017 | Category-Agnostic Pose EstimationFew-Shot Image Classification | CodeCode Available | 1 |
| Learning Active Learning from Data | Mar 9, 2017 | Active Learningregression | CodeCode Available | 0 |
| Unsupervised Ensemble Regression | Mar 8, 2017 | regression | —Unverified | 0 |
| Sparse Quadratic Logistic Regression in Sub-quadratic Time | Mar 8, 2017 | regression | —Unverified | 0 |
| Exploiting Strong Convexity from Data with Primal-Dual First-Order Algorithms | Mar 7, 2017 | regression | —Unverified | 0 |
| Deep Head Pose Estimation from Depth Data for In-car Automotive Applications | Mar 6, 2017 | Head Pose EstimationPose Estimation | —Unverified | 0 |
| Learning Robot Activities from First-Person Human Videos Using Convolutional Future Regression | Mar 3, 2017 | object-detectionObject Detection | —Unverified | 0 |
| Active Learning for Cost-Sensitive Classification | Mar 3, 2017 | Active LearningClassification | —Unverified | 0 |
| Encrypted accelerated least squares regression | Mar 2, 2017 | regression | —Unverified | 0 |
| Evaluation of Machine Learning Methods to Predict Coronary Artery Disease Using Metabolomic Data | Feb 28, 2017 | BIG-bench Machine LearningDisease Prediction | —Unverified | 0 |
| Predicting Slice-to-Volume Transformation in Presence of Arbitrary Subject Motion | Feb 28, 2017 | Image RegistrationMotion Compensation | CodeCode Available | 0 |
| Optimal Categorical Attribute Transformation for Granularity Change in Relational Databases for Binary Decision Problems in Educational Data Mining | Feb 28, 2017 | Attributeregression | —Unverified | 0 |
| Optimal algorithms for smooth and strongly convex distributed optimization in networks | Feb 28, 2017 | Distributed Optimizationregression | CodeCode Available | 0 |
| Iterative Bayesian Learning for Crowdsourced Regression | Feb 28, 2017 | regression | —Unverified | 0 |
| Learning rates for classification with Gaussian kernels | Feb 28, 2017 | Binary ClassificationClassification | —Unverified | 0 |
| An update on statistical boosting in biomedicine | Feb 27, 2017 | regressionVariable Selection | —Unverified | 0 |
| Memory-Efficient Global Refinement of Decision-Tree Ensembles and its Application to Face Alignment | Feb 27, 2017 | Face AlignmentQuantization | —Unverified | 0 |
| Age Progression/Regression by Conditional Adversarial Autoencoder | Feb 27, 2017 | Attributeregression | CodeCode Available | 0 |
| An Efficient Pseudo-likelihood Method for Sparse Binary Pairwise Markov Network Estimation | Feb 27, 2017 | regression | —Unverified | 0 |
| Embarrassingly Parallel Inference for Gaussian Processes | Feb 27, 2017 | Gaussian ProcessesMixture-of-Experts | CodeCode Available | 0 |
| Selection of training populations (and other subset selection problems) with an accelerated genetic algorithm (STPGA: An R-package for selection of training populations with a genetic algorithm) | Feb 26, 2017 | regressionVariable Selection | —Unverified | 0 |
| Efficient coordinate-wise leading eigenvector computation | Feb 25, 2017 | regression | —Unverified | 0 |
| Learning Rates for Kernel-Based Expectile Regression | Feb 24, 2017 | regression | —Unverified | 0 |
