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regression

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Showing 8651–8700 of 9424 papers

TitleStatusHype
Complex-Valued Gaussian Processes for Regression—0
A Block Regression Model for Short-Term Mobile Traffic Forecasting—0
Optimized Linear Imputation—0
The least squares method for option pricing revisited—0
Binary Classifier Calibration using an Ensemble of Near Isotonic Regression Models—0
Coarse-to-fine Face Alignment with Multi-Scale Local Patch Regression—0
Efficient AUC Optimization for Information Ranking Applications—0
Using Text Mining To Analyze Real Estate Classifieds—0
Robust Elastic Net Regression—0
Sparse Nonlinear Regression: Parameter Estimation and Asymptotic Inference—0
Lass-0: sparse non-convex regression by local search—0
Robust Face Alignment Using a Mixture of Invariant Experts—0
Facial Landmark Detection with Tweaked Convolutional Neural Networks—0
Black-box α-divergence MinimizationCode0
Finding structure in data using multivariate tree boostingCode0
Efficient Multiscale Gaussian Process Regression using Hierarchical Clustering—0
Streaming regularization parameter selection via stochastic gradient descent—0
Pixel-wise Segmentation of Street with Neural Networks—0
Prediction of Dynamical time Series Using Kernel Based Regression and Smooth Splines—0
Deep Recurrent Regression for Facial Landmark Detection—0
Nonconvex Penalization in Sparse Estimation: An Approach Based on the Bernstein Function—0
Robust Gaussian Graphical Modeling with the Trimmed Graphical Lasso—0
Blitzkriging: Kronecker-structured Stochastic Gaussian Processes—0
Some like it hot - visual guidance for preference prediction—0
On the complexity of switching linear regression—0
Combining Alphas via Bounded Regression—0
Predicting popularity of online videos using Support Vector Regression—0
NYTRO: When Subsampling Meets Early StoppingCode0
A General Method for Robust Bayesian Modeling—0
Dual Control for Approximate Bayesian Reinforcement Learning—0
Functional Frank-Wolfe Boosting for General Loss Functions—0
p-Markov Gaussian Processes for Scalable and Expressive Online Bayesian Nonparametric Time Series Forecasting—0
Distributed Parameter Map-Reduce—0
Maximum Likelihood Latent Space Embedding of Logistic Random Dot Product Graphs—0
Supporting Regularized Logistic Regression Privately and Efficiently—0
Distributionally Robust Logistic Regression—0
Theoretical Analysis of the Optimal Free Responses of Graph-Based SFA for the Design of Training Graphs—0
Predicting Climate Variability over the Indian Region Using Data Mining Strategies—0
On 3D Face Reconstruction via Cascaded Regression in Shape Space—0
Optimal Subsampling Approaches for Large Sample Linear Regression—0
Fast Gaussian Process Regression for Big Data—0
Sparse Multinomial Logistic Regression via Approximate Message Passing—0
BUT QUESST 2015 System Description—0
Modeling Concordances of Company's Investment Directions With Its Market Attraction—0
Fast low-rank estimation by projected gradient descent: General statistical and algorithmic guarantees—0
An Epsilon Hierarchical Fuzzy Twin Support Vector Regression—0
Semismooth Newton Coordinate Descent Algorithm for Elastic-Net Penalized Huber Loss Regression and Quantile Regression—0
Fast Second-Order Stochastic Backpropagation for Variational Inference—0
Empirical risk minimization is consistent with the mean absolute percentage error—0
A Variational Bayesian State-Space Approach to Online Passive-Aggressive Regression—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