| Sparse model selection via integral terms | Aug 2, 2017 | modelModel Selection | —Unverified | 0 |
| High-Dimensional Structured Quantile Regression | Aug 1, 2017 | parameter estimationquantile regression | —Unverified | 0 |
| High-Dimensional Variance-Reduced Stochastic Gradient Expectation-Maximization Algorithm | Aug 1, 2017 | parameter estimationVocal Bursts Intensity Prediction | —Unverified | 0 |
| 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 |
| 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 |
| Time Series Data Cleaning: From Anomaly Detection to Anomaly Repairing | Jun 10, 2017 | Anomaly Detectionparameter estimation | CodeCode Available | 0 |
| An Alternative to EM for Gaussian Mixture Models: Batch and Stochastic Riemannian Optimization | Jun 10, 2017 | Density Estimationparameter estimation | CodeCode Available | 0 |
| An Expectation-Maximization Algorithm for the Fractal Inverse Problem | Jun 9, 2017 | parameter estimation | CodeCode Available | 0 |
| Stock Trading Using PE ratio: A Dynamic Bayesian Network Modeling on Behavioral Finance and Fundamental Investment | May 25, 2017 | Bayesian InferenceEconometrics | —Unverified | 0 |
| Calibration and Filtering of Exponential L\'evy Option Pricing Models | May 13, 2017 | Bayesian Inferenceparameter estimation | —Unverified | 0 |
| Stable Architectures for Deep Neural Networks | May 9, 2017 | Deep Learningparameter estimation | CodeCode Available | 1 |
| Actuarial Applications and Estimation of Extended~CreditRisk^+ | Apr 30, 2017 | parameter estimation | —Unverified | 0 |
| Parameter Estimation in Computational Biology by Approximate Bayesian Computation coupled with Sensitivity Analysis | Apr 28, 2017 | parameter estimationSensitivity | CodeCode Available | 0 |
| Not All Dialogues are Created Equal: Instance Weighting for Neural Conversational Models | Apr 28, 2017 | Allparameter estimation | —Unverified | 0 |
| Particle Filtering for PLCA model with Application to Music Transcription | Mar 28, 2017 | Music Transcriptionparameter estimation | —Unverified | 0 |
| Robustness of Maximum Correntropy Estimation Against Large Outliers | Mar 23, 2017 | parameter estimation | —Unverified | 0 |
| Online Simultaneous State and Parameter Estimation for Second-order Nonlinear Systems | Mar 21, 2017 | parameter estimation | —Unverified | 0 |
| Convolutional neural network architecture for geometric matching | Mar 16, 2017 | Geometric Matchingparameter estimation | CodeCode Available | 1 |
| Trimmed Density Ratio Estimation | Mar 9, 2017 | BIG-bench Machine LearningDensity Ratio Estimation | CodeCode Available | 0 |
| The variational Laplace approach to approximate Bayesian inference | Mar 2, 2017 | Bayesian InferenceModel Selection | —Unverified | 0 |
