| 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 |
