| Sparse + Group-Sparse Dirty Models: Statistical Guarantees without Unreasonable Conditions and a Case for Non-Convexity | Aug 1, 2017 | Multi-Task Learningparameter estimation | —Unverified | 0 |
| High-Dimensional Variance-Reduced Stochastic Gradient Expectation-Maximization Algorithm | Aug 1, 2017 | parameter estimationVocal Bursts Intensity Prediction | —Unverified | 0 |
| Scalable Generative Models for Multi-label Learning with Missing Labels | Aug 1, 2017 | Missing LabelsMulti-Label Learning | —Unverified | 0 |
| Large Deviation Theory for Parameter Estimation in Simple Neuron Models | Jul 14, 2017 | parameter estimation | —Unverified | 0 |
| Collaborative Nested Sampling: Big Data vs. complex physical models | Jul 14, 2017 | parameter estimation | CodeCode Available | 0 |
| Spatio-Temporal Self-Organizing Map Deep Network for Dynamic Object Detection From Videos | Jul 1, 2017 | object-detectionObject Detection | —Unverified | 0 |
| An Augmented Lagrangian Method for Piano Transcription using Equal Loudness Thresholding and LSTM-based Decoding | Jul 1, 2017 | Music Transcriptionparameter estimation | —Unverified | 0 |
| Awkt: A Physicochemical Parameter Estimation Tool for Capillary Zone Electrophoresis | Jun 12, 2017 | Model Selectionparameter estimation | —Unverified | 0 |
| An Alternative to EM for Gaussian Mixture Models: Batch and Stochastic Riemannian Optimization | Jun 10, 2017 | Density Estimationparameter estimation | CodeCode Available | 0 |
| Time Series Data Cleaning: From Anomaly Detection to Anomaly Repairing | Jun 10, 2017 | Anomaly Detectionparameter estimation | CodeCode Available | 0 |
