| Generalized Linear Model Regression under Distance-to-set Penalties | Nov 3, 2017 | regression | —Unverified | 0 |
| Verb Replacer: An English Verb Error Correction System | Nov 1, 2017 | regressionSentence | —Unverified | 0 |
| Learning Kernels over Strings using Gaussian Processes | Nov 1, 2017 | Emotion RecognitionGaussian Processes | —Unverified | 0 |
| Using Analytic Scoring Rubrics in the Automatic Assessment of College-Level Summary Writing Tasks in L2 | Nov 1, 2017 | Reading Comprehensionregression | —Unverified | 0 |
| Modelling Representation Noise in Emotion Analysis using Gaussian Processes | Nov 1, 2017 | Emotion RecognitionGaussian Processes | —Unverified | 0 |
| Multivariate Linear Regression of Symptoms-related Tweets for Infectious Gastroenteritis Scale Estimation | Nov 1, 2017 | Event Detectionregression | —Unverified | 0 |
| Stochastic Variational Inference for Bayesian Sparse Gaussian Process Regression | Nov 1, 2017 | GPRregression | —Unverified | 0 |
| Tensor Regression Meets Gaussian Processes | Oct 31, 2017 | Bayesian InferenceGaussian Processes | —Unverified | 0 |
| Ranking Median Regression: Learning to Order through Local Consensus | Oct 31, 2017 | regression | —Unverified | 0 |
| Small Moving Window Calibration Models for Soft Sensing Processes with Limited History | Oct 31, 2017 | regression | —Unverified | 0 |
| Hit Song Prediction for Pop Music by Siamese CNN with Ranking Loss | Oct 30, 2017 | Predictionregression | CodeCode Available | 0 |
| Adaptive Sampling Strategies for Stochastic Optimization | Oct 30, 2017 | regressionStochastic Optimization | —Unverified | 0 |
| Contextual Regression: An Accurate and Conveniently Interpretable Nonlinear Model for Mining Discovery from Scientific Data | Oct 30, 2017 | feature selectionNetwork Embedding | CodeCode Available | 0 |
| Improve SAT-solving with Machine Learning | Oct 30, 2017 | BIG-bench Machine LearningMulti-Stage Campaigning Optimization | —Unverified | 0 |
| Globally Optimal Symbolic Regression | Oct 29, 2017 | regressionSymbolic Regression | —Unverified | 0 |
| On the Consistency of Quick Shift | Oct 29, 2017 | Clusteringregression | —Unverified | 0 |
| Exploiting Points and Lines in Regression Forests for RGB-D Camera Relocalization | Oct 28, 2017 | Camera RelocalizationLoop Closure Detection | —Unverified | 0 |
| Distributional Reinforcement Learning with Quantile Regression | Oct 27, 2017 | Atari GamesDistributional Reinforcement Learning | CodeCode Available | 0 |
| On the Taut String Interpretation of the One-dimensional Rudin-Osher-Fatemi Model: A New Proof, a Fundamental Estimate and Some Applications | Oct 27, 2017 | Denoisingregression | —Unverified | 0 |
| Dual Path Networks for Multi-Person Human Pose Estimation | Oct 27, 2017 | Pose Estimationregression | —Unverified | 0 |
| The Error Probability of Random Fourier Features is Dimensionality Independent | Oct 27, 2017 | regression | —Unverified | 0 |
| Deep Spatial Regression Model for Image Crowd Counting | Oct 26, 2017 | Crowd CountingDensity Estimation | —Unverified | 0 |
| Gradient Sparsification for Communication-Efficient Distributed Optimization | Oct 26, 2017 | BIG-bench Machine LearningDistributed Optimization | —Unverified | 0 |
| Calibration of Machine Learning Classifiers for Probability of Default Modelling | Oct 24, 2017 | BIG-bench Machine LearningBinary Classification | —Unverified | 0 |
| Improving One-Shot Learning through Fusing Side Information | Oct 23, 2017 | One-Shot Learningregression | —Unverified | 0 |
| Backtracking Regression Forests for Accurate Camera Relocalization | Oct 22, 2017 | Camera RelocalizationLoop Closure Detection | CodeCode Available | 0 |
| Optimal Rates for Learning with Nyström Stochastic Gradient Methods | Oct 21, 2017 | regression | —Unverified | 0 |
| Power Plant Performance Modeling with Concept Drift | Oct 19, 2017 | BIG-bench Machine Learningregression | —Unverified | 0 |
| Revenue-based Attribution Modeling for Online Advertising | Oct 18, 2017 | regression | —Unverified | 0 |
| Operational thermal load forecasting in district heating networks using machine learning and expert advice | Oct 17, 2017 | BIG-bench Machine LearningLoad Forecasting | —Unverified | 0 |
| Linear Regression with Sparsely Permuted Data | Oct 16, 2017 | regression | —Unverified | 0 |
| Calibrated Boosting-Forest | Oct 16, 2017 | Deep LearningGeneral Classification | CodeCode Available | 0 |
| Facial Keypoints Detection | Oct 15, 2017 | Face Recognitionregression | —Unverified | 0 |
| Accelerated Block Coordinate Proximal Gradients with Applications in High Dimensional Statistics | Oct 15, 2017 | BIG-bench Machine Learningregression | —Unverified | 0 |
| Subsampling for Ridge Regression via Regularized Volume Sampling | Oct 14, 2017 | regression | —Unverified | 0 |
| Deep Regression Bayesian Network and Its Applications | Oct 13, 2017 | regression | —Unverified | 0 |
| Two-stage Algorithm for Fairness-aware Machine Learning | Oct 13, 2017 | BIG-bench Machine LearningDecision Making | —Unverified | 0 |
| Learning Koopman Invariant Subspaces for Dynamic Mode Decomposition | Oct 12, 2017 | regression | —Unverified | 0 |
| Efficient Data-Driven Geologic Feature Detection from Pre-stack Seismic Measurements using Randomized Machine-Learning Algorithm | Oct 11, 2017 | BIG-bench Machine LearningComputational Efficiency | —Unverified | 0 |
| Decentralized Online Learning with Kernels | Oct 11, 2017 | General ClassificationMulti-class Classification | —Unverified | 0 |
| Maximum Margin Interval Trees | Oct 11, 2017 | regression | CodeCode Available | 0 |
| Regression-aware decompositions | Oct 11, 2017 | Dimensionality Reductionregression | —Unverified | 0 |
| LinXGBoost: Extension of XGBoost to Generalized Local Linear Models | Oct 10, 2017 | regression | —Unverified | 0 |
| Maximum Regularized Likelihood Estimators: A General Prediction Theory and Applications | Oct 9, 2017 | Predictionregression | —Unverified | 0 |
| Massive Open Online Courses Temporal Profiling for Dropout Prediction | Oct 9, 2017 | Predictionregression | —Unverified | 0 |
| Clickbait detection using word embeddings | Oct 8, 2017 | Clickbait DetectionFeature Engineering | —Unverified | 0 |
| Dictionary-Free MRI PERK: Parameter Estimation via Regression with Kernels | Oct 6, 2017 | parameter estimationregression | —Unverified | 0 |
| Human Pose Regression by Combining Indirect Part Detection and Contextual Information | Oct 6, 2017 | Pose Estimationregression | CodeCode Available | 0 |
| Plane-extraction from depth-data using a Gaussian mixture regression model | Oct 5, 2017 | ClusteringNavigate | —Unverified | 0 |
| Secrets in Computing Optical Flow by Convolutional Networks | Oct 4, 2017 | General ClassificationOptical Flow Estimation | —Unverified | 0 |