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| 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 |
| Distributed Parameter Map-Reduce | Oct 3, 2015 | BIG-bench Machine Learningregression | —Unverified | 0 |
| Maximum Likelihood Latent Space Embedding of Logistic Random Dot Product Graphs | Oct 3, 2015 | Clusteringregression | —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 |
| Optimal Subsampling Approaches for Large Sample Linear Regression | Sep 17, 2015 | regression | —Unverified | 0 |
| Fast Gaussian Process Regression for Big Data | Sep 17, 2015 | Gaussian Processesregression | —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 |
| Modeling Concordances of Company's Investment Directions With Its Market Attraction | Sep 13, 2015 | regression | —Unverified | 0 |
| Fast low-rank estimation by projected gradient descent: General statistical and algorithmic guarantees | Sep 10, 2015 | ClusteringGraph Clustering | —Unverified | 0 |
| An Epsilon Hierarchical Fuzzy Twin Support Vector Regression | Sep 10, 2015 | regression | —Unverified | 0 |
| Semismooth Newton Coordinate Descent Algorithm for Elastic-Net Penalized Huber Loss Regression and Quantile Regression | Sep 9, 2015 | quantile regressionregression | —Unverified | 0 |
| Fast Second-Order Stochastic Backpropagation for Variational Inference | Sep 9, 2015 | regressionVariational Inference | —Unverified | 0 |
| Empirical risk minimization is consistent with the mean absolute percentage error | Sep 8, 2015 | regression | —Unverified | 0 |
| A Variational Bayesian State-Space Approach to Online Passive-Aggressive Regression | Sep 8, 2015 | General Classificationregression | —Unverified | 0 |
