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regression

Papers

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Showing 7501–7525 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
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All datasetsCalifornia Housing PricesConcrete Compressive StrengthMedical Cost Personal DatasetSynthetic: y = x * sin xADORECar_Price_Prediction

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