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regression

Papers

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Showing 7501–7550 of 9424 papers

TitleStatusHype
Bilateral Ordinal Relevance Multi-Instance Regression for Facial Action Unit Intensity Estimation—0
MITRE at SemEval-2018 Task 11: Commonsense Reasoning without Commonsense Knowledge—0
Multi-Label Transfer Learning for Multi-Relational Semantic Similarity—0
Efficient Algorithms and Lower Bounds for Robust Linear Regression—0
Propagating Confidences through CNNs for Sparse Data RegressionCode0
Neural networks for stock price predictionCode0
Statistical mechanical analysis of sparse linear regression as a variable selection problem—0
High Dimensional Robust Sparse Regression—0
Uniform regret bounds over R^d for the sequential linear regression problem with the square loss—0
Review of Applications of Generalized Regression Neural Networks in Identification and Control of Dynamic Systems—0
Versatile Auxiliary Regressor with Generative Adversarial network (VAR+GAN)—0
BRITS: Bidirectional Recurrent Imputation for Time SeriesCode0
Strategyproof Linear Regression in High Dimensions—0
Robust Nonparametric Regression under Huber's ε-contamination Model—0
Semi-supervised Deep Kernel Learning: Regression with Unlabeled Data by Minimizing Predictive VarianceCode0
The Reconstruction Approach: From Interpolation to Regression—0
How Many Machines Can We Use in Parallel Computing for Kernel Ridge Regression?—0
Analysing Symbolic Regression Benchmarks under a Meta-Learning Approach—0
Duluth UROP at SemEval-2018 Task 2: Multilingual Emoji Prediction with Ensemble Learning and OversamplingCode0
Confidence Region of Singular Subspaces for Low-rank Matrix Regression—0
Polynomially Coded Regression: Optimal Straggler Mitigation via Data Encoding—0
A Unified Framework for Training Neural Networks—0
Scene Coordinate and Correspondence Learning for Image-Based Localization—0
On Coresets for Logistic Regression—0
Sample Compression for Real-Valued Learners—0
Relating Leverage Scores and Density using Regularized Christoffel Functions—0
PiPs: a Kernel-based Optimization Scheme for Analyzing Non-Stationary 1D Signals—0
Multi-layer Kernel Ridge Regression for One-class Classification—0
Improved Learning of One-hidden-layer Convolutional Neural Networks with Overlaps—0
Wasserstein regularization for sparse multi-task regressionCode0
Bitcoin price and its marginal cost of production: support for a fundamental value—0
Optimizing for Generalization in Machine Learning with Cross-Validation GradientsCode0
Semisupervised Learning on Heterogeneous Graphs and its Applications to Facebook News Feed—0
Action Completion: A Temporal Model for Moment DetectionCode0
Content-based Popularity Prediction of Online Petitions Using a Deep Regression ModelCode0
A Note on Coding and Standardization of Categorical Variables in (Sparse) Group Lasso Regression—0
Prediction Rule Reshaping—0
Task Agnostic Robust Learning on Corrupt Outputs by Correlation-Guided Mixture Density NetworksCode0
When Regression Meets Manifold Learning for Object Recognition and Pose Estimation—0
Robust Facial Landmark Localization Based on Texture and Pose Correlated Initialization—0
Facial Landmark Detection: a Literature Survey—0
Prediction of Facebook Post Metrics using Machine Learning—0
A Convergent Linear Regression Method for Forward-Backward Stochastic Differential Equations with Jumps—0
Offline EEG-Based Driver Drowsiness Estimation Using Enhanced Batch-Mode Active Learning (EBMAL) for Regression—0
Pool-Based Sequential Active Learning for RegressionCode0
PALM: An Incremental Construction of Hyperplanes for Data Stream Regression—0
Semi-Supervised Domain Adaptation with Representation Learning for Semantic Segmentation across Time—0
Joint Action Unit localisation and intensity estimation through heatmap regressionCode0
A Mixed Classification-Regression Framework for 3D Pose Estimation from 2D ImagesCode0
Real-time regression analysis with deep convolutional neural networksCode0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Neural NetworkR2 Score0.79—Unverified
2Baseline RegressionR2 Score0.58—Unverified
3Mimic / SurrogateR2 Score0.57—Unverified
#ModelMetricClaimedVerifiedStatus
1Neural NetworkR2 Score0.86—Unverified
2Baseline RegressionR2 Score0.59—Unverified
3Mimic / SurrogateR2 Score0.58—Unverified
#ModelMetricClaimedVerifiedStatus
1Neural NetworkR2 Score0.87—Unverified
2Baseline RegressionR2 Score0.78—Unverified
3Mimic / SurrogateR2 Score0.78—Unverified
#ModelMetricClaimedVerifiedStatus
1Neural NetworkR2 Score0.98—Unverified
2Baseline RegressionR2 Score-0.01—Unverified
3Mimic / SurrogateR2 Score-0.01—Unverified
#ModelMetricClaimedVerifiedStatus
1XGBoost-MACCSmicro-averaged RMSE0.93—Unverified
2RF-ToxPrintchemical macro-average RMSE0.85—Unverified
#ModelMetricClaimedVerifiedStatus
1Linear and Decision Tree RegressionR Squared86.84—Unverified