| Prediction of Dynamical time Series Using Kernel Based Regression and Smooth Splines | Oct 31, 2015 | Denoisingregression | —Unverified | 0 |
| Deep Recurrent Regression for Facial Landmark Detection | Oct 30, 2015 | Facial Landmark Detectionregression | —Unverified | 0 |
| Nonconvex Penalization in Sparse Estimation: An Approach Based on the Bernstein Function | Oct 29, 2015 | General Classificationregression | —Unverified | 0 |
| Robust Gaussian Graphical Modeling with the Trimmed Graphical Lasso | Oct 28, 2015 | regression | —Unverified | 0 |
| Blitzkriging: Kronecker-structured Stochastic Gaussian Processes | Oct 27, 2015 | Gaussian ProcessesGeneral Classification | —Unverified | 0 |
| Some like it hot - visual guidance for preference prediction | Oct 27, 2015 | Collaborative FilteringPrediction | —Unverified | 0 |
| On the complexity of switching linear regression | Oct 23, 2015 | regression | —Unverified | 0 |
| Combining Alphas via Bounded Regression | Oct 22, 2015 | regression | —Unverified | 0 |
| Predicting popularity of online videos using Support Vector Regression | Oct 21, 2015 | regression | —Unverified | 0 |
| NYTRO: When Subsampling Meets Early Stopping | Oct 19, 2015 | Model Selectionregression | CodeCode Available | 0 |
| A General Method for Robust Bayesian Modeling | Oct 17, 2015 | regressionTopic Models | —Unverified | 0 |
| Dual Control for Approximate Bayesian Reinforcement Learning | Oct 13, 2015 | regressionreinforcement-learning | —Unverified | 0 |
| Functional Frank-Wolfe Boosting for General Loss Functions | Oct 9, 2015 | Binary ClassificationGeneral Classification | —Unverified | 0 |
| p-Markov Gaussian Processes for Scalable and Expressive Online Bayesian Nonparametric Time Series Forecasting | Oct 9, 2015 | Gaussian Processesregression | —Unverified | 0 |
| Maximum Likelihood Latent Space Embedding of Logistic Random Dot Product Graphs | Oct 3, 2015 | Clusteringregression | —Unverified | 0 |
| Distributed Parameter Map-Reduce | Oct 3, 2015 | BIG-bench Machine Learningregression | —Unverified | 0 |
| Supporting Regularized Logistic Regression Privately and Efficiently | Oct 1, 2015 | BIG-bench Machine LearningEpidemiology | —Unverified | 0 |
| Distributionally Robust Logistic Regression | Sep 30, 2015 | regression | —Unverified | 0 |
| Theoretical Analysis of the Optimal Free Responses of Graph-Based SFA for the Design of Training Graphs | Sep 28, 2015 | regressionTime Series | —Unverified | 0 |
| Predicting Climate Variability over the Indian Region Using Data Mining Strategies | Sep 23, 2015 | ClusteringGeneral Classification | —Unverified | 0 |
| On 3D Face Reconstruction via Cascaded Regression in Shape Space | Sep 21, 2015 | 3D Face ReconstructionFace Reconstruction | —Unverified | 0 |
| Fast Gaussian Process Regression for Big Data | Sep 17, 2015 | Gaussian Processesregression | —Unverified | 0 |
| Optimal Subsampling Approaches for Large Sample Linear Regression | Sep 17, 2015 | regression | —Unverified | 0 |
| Sparse Multinomial Logistic Regression via Approximate Message Passing | Sep 15, 2015 | feature selectionGeneral Classification | —Unverified | 0 |
| BUT QUESST 2015 System Description | Sep 14, 2015 | Dynamic Time WarpingKeyword Spotting | —Unverified | 0 |
