| Training L1-Regularized Models with Orthant-Wise Passive Descent Algorithms | Apr 26, 2017 | regression | —Unverified | 0 |
| Elite Bases Regression: A Real-time Algorithm for Symbolic Regression | Apr 24, 2017 | regressionSymbolic Regression | —Unverified | 0 |
| Denoising Linear Models with Permuted Data | Apr 24, 2017 | Denoisingregression | —Unverified | 0 |
| Camera Pose Filtering with Local Regression Geodesics on the Riemannian Manifold of Dual Quaternions | Apr 24, 2017 | Pose Trackingregression | —Unverified | 0 |
| Asynchronous Distributed Variational Gaussian Processes for Regression | Apr 22, 2017 | Gaussian Processesregression | —Unverified | 0 |
| Time Series Prediction for Graphs in Kernel and Dissimilarity Spaces | Apr 21, 2017 | Distributed ComputingGaussian Processes | CodeCode Available | 0 |
| Feature selection algorithm based on Catastrophe model to improve the performance of regression analysis | Apr 21, 2017 | feature selectionregression | —Unverified | 0 |
| 25 Tweets to Know You: A New Model to Predict Personality with Social Media | Apr 18, 2017 | Gaussian Processesregression | —Unverified | 0 |
| Statistical inference for high dimensional regression via Constrained Lasso | Apr 17, 2017 | regressionVocal Bursts Intensity Prediction | —Unverified | 0 |
| Interval Arithmetic and Interval-Aware Operators for Genetic Programming | Apr 17, 2017 | regressionSymbolic Regression | —Unverified | 0 |
| AMTnet: Action-Micro-Tube Regression by End-to-end Trainable Deep Architecture | Apr 17, 2017 | Action DetectionRegion Proposal | —Unverified | 0 |
| Learning Linear Feature Space Transformations in Symbolic Regression | Apr 17, 2017 | regressionSymbolic Regression | —Unverified | 0 |
| Fast multi-output relevance vector regression | Apr 17, 2017 | regression | —Unverified | 0 |
| Liquid Splash Modeling with Neural Networks | Apr 14, 2017 | regression | CodeCode Available | 0 |
| 2D-3D Pose Consistency-based Conditional Random Fields for 3D Human Pose Estimation | Apr 13, 2017 | 2D Human Pose Estimation3D Human Pose Estimation | —Unverified | 0 |
| Determining Song Similarity via Machine Learning Techniques and Tagging Information | Apr 12, 2017 | BIG-bench Machine LearningRecommendation Systems | —Unverified | 0 |
| Parametric Gaussian Process Regression for Big Data | Apr 11, 2017 | Gaussian Processesregression | CodeCode Available | 0 |
| Integral Transforms from Finite Data: An Application of Gaussian Process Regression to Fourier Analysis | Apr 10, 2017 | regression | —Unverified | 0 |
| Partial Face Detection in the Mobile Domain | Apr 7, 2017 | Binary ClassificationData Augmentation | —Unverified | 0 |
| Convolutional Neural Pyramid for Image Processing | Apr 7, 2017 | ColorizationImage Enhancement | —Unverified | 0 |
| A Brief Introduction to the Temporal Group LASSO and its Potential Applications in Healthcare | Apr 7, 2017 | regression | —Unverified | 0 |
| GoDP: Globally optimized dual pathway system for facial landmark localization in-the-wild | Apr 7, 2017 | Face AlignmentFace Identification | —Unverified | 0 |
| On the Statistical Efficiency of Compositional Nonparametric Prediction | Apr 6, 2017 | 2kPrediction | —Unverified | 0 |
| Linear Ensembles of Word Embedding Models | Apr 5, 2017 | regressionWord Embeddings | CodeCode Available | 0 |
| Joint Regression and Ranking for Image Enhancement | Apr 5, 2017 | Image Enhancementregression | —Unverified | 0 |
| Bag-of-Words Method Applied to Accelerometer Measurements for the Purpose of Classification and Energy Estimation | Apr 5, 2017 | General Classificationregression | —Unverified | 0 |
| Homotopy Parametric Simplex Method for Sparse Learning | Apr 4, 2017 | regressionSparse Learning | —Unverified | 0 |
| A Probabilistic Linear Genetic Programming with Stochastic Context-Free Grammar for solving Symbolic Regression problems | Apr 3, 2017 | regressionSymbolic Regression | —Unverified | 0 |
| Geometric Loss Functions for Camera Pose Regression with Deep Learning | Apr 2, 2017 | Deep LearningPosition | CodeCode Available | 0 |
| Predicting Japanese scrambling in the wild | Apr 1, 2017 | regressionSentence | —Unverified | 0 |
| Lexical Simplification with Neural Ranking | Apr 1, 2017 | Complex Word IdentificationInformation Retrieval | —Unverified | 0 |
| Compositional Human Pose Regression | Apr 1, 2017 | 3D Human Pose Estimation3D Pose Estimation | CodeCode Available | 0 |
| Stochastic L-BFGS: Improved Convergence Rates and Practical Acceleration Strategies | Apr 1, 2017 | regression | —Unverified | 0 |
| A Societal Sentiment Analysis: Predicting the Values and Ethics of Individuals by Analysing Social Media Content | Apr 1, 2017 | EthicsGeneral Classification | —Unverified | 0 |
| IIT (BHU): System Description for LSDSem'17 Shared Task | Apr 1, 2017 | Cloze TestCommon Sense Reasoning | —Unverified | 0 |
| Minimum energy path calculations with Gaussian process regression | Mar 30, 2017 | regression | —Unverified | 0 |
| Concurrent Segmentation and Localization for Tracking of Surgical Instruments | Mar 30, 2017 | Pose EstimationPosition | —Unverified | 0 |
| Solar Power Forecasting Using Support Vector Regression | Mar 29, 2017 | regressionScheduling | —Unverified | 0 |
| Early Stopping without a Validation Set | Mar 28, 2017 | regression | —Unverified | 0 |
| Gradient-based Regularization Parameter Selection for Problems with Non-smooth Penalty Functions | Mar 28, 2017 | regression | —Unverified | 0 |
| Transfer learning for music classification and regression tasks | Mar 27, 2017 | ClassificationGeneral Classification | CodeCode Available | 0 |
| Multivariate Regression with Gross Errors on Manifold-valued Data | Mar 26, 2017 | regression | —Unverified | 0 |
| Gaussian Processes with Context-Supported Priors for Active Object Localization | Mar 25, 2017 | Active Object LocalizationBayesian Optimization | —Unverified | 0 |
| Count-ception: Counting by Fully Convolutional Redundant Counting | Mar 25, 2017 | Object Localizationregression | CodeCode Available | 0 |
| Deep Direct Regression for Multi-Oriented Scene Text Detection | Mar 24, 2017 | Multi-Oriented Scene Text Detectionobject-detection | —Unverified | 0 |
| Fast Stochastic Variance Reduced Gradient Method with Momentum Acceleration for Machine Learning | Mar 23, 2017 | BIG-bench Machine Learningregression | —Unverified | 0 |
| Large Pose 3D Face Reconstruction from a Single Image via Direct Volumetric CNN Regression | Mar 22, 2017 | 3D Face ReconstructionFace Alignment | CodeCode Available | 0 |
| Scale-invariant biomarker discovery in urine and plasma metabolite fingerprints | Mar 22, 2017 | regression | CodeCode Available | 0 |
| Randomized Kernel Methods for Least-Squares Support Vector Machines | Mar 22, 2017 | ClassificationGeneral Classification | —Unverified | 0 |
| Practical Coreset Constructions for Machine Learning | Mar 19, 2017 | BIG-bench Machine LearningClustering | CodeCode Available | 0 |