| Towards a Unified Compositional Model for Visual Pattern Modeling | Oct 1, 2017 | Handwritten Digit Recognitionobject-detection | —Unverified | 0 |
| PUnDA: Probabilistic Unsupervised Domain Adaptation for Knowledge Transfer Across Visual Categories | Oct 1, 2017 | Domain AdaptationGeneral Classification | —Unverified | 0 |
| A Hierarchical Probabilistic Model for Facial Feature Detection | Sep 18, 2017 | modelparameter estimation | —Unverified | 0 |
| Delayed Sampling and Automatic Rao-Blackwellization of Probabilistic Programs | Aug 25, 2017 | parameter estimationProbabilistic Programming | CodeCode Available | 0 |
| Accurate parameter estimation for Bayesian Network Classifiers using Hierarchical Dirichlet Processes | Aug 25, 2017 | General Classificationparameter estimation | CodeCode Available | 0 |
| Accelerated Reconstruction of Perfusion-Weighted MRI Enforcing Jointly Local and Nonlocal Spatio-temporal Constraints | Aug 25, 2017 | parameter estimation | —Unverified | 0 |
| A Tutorial on Hawkes Processes for Events in Social Media | Aug 21, 2017 | parameter estimationPoint Processes | —Unverified | 0 |
| Using Deep Neural Networks to Automate Large Scale Statistical Analysis for Big Data Applications | Aug 9, 2017 | Model Selectionparameter estimation | —Unverified | 0 |
| 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 |
| 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 |
| 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 |
| 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 |
| 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 |
| On architectural choices in deep learning: From network structure to gradient convergence and parameter estimation | Feb 28, 2017 | Denoisingparameter estimation | —Unverified | 0 |
| Guaranteed Parameter Estimation for Discrete Energy Minimization | Jan 11, 2017 | parameter estimationScene Parsing | —Unverified | 0 |
| Deep Neural Networks to Enable Real-time Multimessenger Astrophysics | Dec 30, 2016 | Astronomyparameter estimation | —Unverified | 0 |
| Partial Membership Latent Dirichlet Allocation | Dec 28, 2016 | parameter estimationSand | CodeCode Available | 0 |
| A Latent-class Model for Estimating Product-choice Probabilities from Clickstream Data | Dec 20, 2016 | parameter estimation | —Unverified | 0 |
| Bayesian methods for solving estimation and forecasting problems in the high-frequency trading environment | Dec 16, 2016 | Density Estimationparameter estimation | CodeCode Available | 0 |
| Distributed Gaussian Learning over Time-varying Directed Graphs | Dec 6, 2016 | parameter estimation | —Unverified | 0 |
| Exact Recovery of Hard Thresholding Pursuit | Dec 1, 2016 | parameter estimation | —Unverified | 0 |
| Semiparametric Differential Graph Models | Dec 1, 2016 | parameter estimation | —Unverified | 0 |
| Parameter estimation of Japanese predicate argument structure analysis model using eye gaze information | Dec 1, 2016 | parameter estimation | —Unverified | 0 |
| Graph Learning from Data under Structural and Laplacian Constraints | Nov 16, 2016 | Computational EfficiencyGraph Learning | CodeCode Available | 0 |
| Error concealment by means of motion refinement and regularized Bregman divergence | Nov 10, 2016 | parameter estimation | —Unverified | 0 |
| Trusting SVM for Piecewise Linear CNNs | Nov 7, 2016 | parameter estimation | CodeCode Available | 0 |
| LSTM Shift-Reduce CCG Parsing | Nov 1, 2016 | Feature Engineeringglobal-optimization | —Unverified | 0 |
| Online Maximum Likelihood Estimation of the Parameters of Partially Observed Diffusion Processes | Nov 1, 2016 | parameter estimation | —Unverified | 0 |
| Fast and Reliable Parameter Estimation from Nonlinear Observations | Oct 23, 2016 | parameter estimation | —Unverified | 0 |
| Fast L1-NMF for Multiple Parametric Model Estimation | Oct 18, 2016 | modelparameter estimation | CodeCode Available | 0 |
| Estimating Propensity Parameters using Google PageRank and Genetic Algorithms | Oct 17, 2016 | parameter estimation | —Unverified | 0 |
| Sparse principal component regression for generalized linear models | Sep 28, 2016 | parameter estimationregression | —Unverified | 0 |