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regression

Papers

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Showing 7351–7400 of 9424 papers

TitleStatusHype
Cross-media User Profiling with Joint Textual and Social User Embedding—0
Assessing Quality Estimation Models for Sentence-Level Prediction—0
Relation Induction in Word Embeddings Revisited—0
Just Interpolate: Kernel "Ridgeless" Regression Can Generalize—0
TRAVERSAL at PARSEME Shared Task 2018: Identification of Verbal Multiword Expressions Using a Discriminative Tree-Structured Model—0
Matrix completion and extrapolation via kernel regression—0
Probability Calibration Trees—0
Remote sensing image regression for heterogeneous change detection—0
Lip-Reading Driven Deep Learning Approach for Speech Enhancement—0
Deep Belief Networks Based Feature Generation and Regression for Predicting Wind Power—0
The impact of imbalanced training data on machine learning for author name disambiguation—0
Local Linear ForestsCode0
Corrected XVA Modelling Framework and Formulae for KVA and MVA—0
PROPEL: Probabilistic Parametric Regression Loss for Convolutional Neural NetworksCode0
Structured Point Cloud Data Analysis via Regularized Tensor Regression for Process Modeling and Optimization—0
Differential Analysis of Directed Networks—0
Integrative Multi-View Reduced-Rank Regression: Bridging Group-Sparse and Low-Rank ModelsCode0
Where are the Blobs: Counting by Localization with Point SupervisionCode0
Propensity score estimation using classification and regression trees in the presence of missing covariate data—0
Meta-Learning Priors for Efficient Online Bayesian RegressionCode0
A Generative-Discriminative Basis Learning Framework to Predict Clinical Severity from Resting State Functional MRI Data—0
Machine Learning Classifiers Do Not Improve the Prediction of Academic Risk: Evidence from AustraliaCode0
Monocular Object Orientation Estimation using Riemannian Regression and Classification NetworksCode0
Jensen: An Easily-Extensible C++ Toolkit for Production-Level Machine Learning and Convex OptimizationCode0
Spatio-Temporal Structured Sparse Regression with Hierarchical Gaussian Process Priors—0
A Unified Framework for Sparse Relaxed Regularized Regression: SR3—0
Hydranet: Data Augmentation for Regression Neural Networks—0
The Incremental Proximal Method: A Probabilistic Perspective—0
A Hierarchical Bayesian Linear Regression Model with Local Features for Stochastic Dynamics Approximation—0
Proactive Intervention to Downtrend Employee Attrition using Artificial Intelligence Techniques—0
Scalable Sparse Subspace Clustering via Ordered Weighted _1 Regression—0
Dual optimization for convex constrained objectives without the gradient-Lipschitz assumption—0
Jointly learning relevant subgraph patterns and nonlinear models of their indicators—0
Ensemble Kalman Filtering for Online Gaussian Process Regression and Learning—0
PARN: Pyramidal Affine Regression Networks for Dense Semantic Correspondence—0
A Tutorial on Bayesian OptimizationCode0
The modal age of Statistics—0
Gaussian Processes and Kernel Methods: A Review on Connections and Equivalences—0
A Structured Prediction Approach for Label RankingCode0
Logistic Regression, Neural Networks and Dempster-Shafer Theory: a New Perspective—0
A Semi-parametric Realized Joint Value-at-Risk and Expected Shortfall Regression Framework—0
Denoising Auto-encoder with Recurrent Skip Connections and Residual Regression for Music Source Separation—0
Revisiting Perspective Information for Efficient Crowd Counting—0
Unbiased Image Style Transfer—0
Breast Cancer Diagnosis via Classification Algorithms—0
One-Class Kernel Spectral Regression—0
Deep convolutional encoder-decoder networks for uncertainty quantification of dynamic multiphase flow in heterogeneous mediaCode0
Optimal Tuning for Divide-and-conquer Kernel Ridge Regression with Massive Data—0
Randomized Block Cubic Newton Method—0
Variable Selection via Penalized Neural Network: a Drop-Out-One Loss Approach—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