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regression

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Showing 8801–8850 of 9424 papers

TitleStatusHype
Recognition Confidence Analysis of Handwritten Chinese Character with CNN—0
Robust Optimization for Deep RegressionCode0
Deep sparse multi-task learning for feature selection in Alzheimer’s disease diagnosis—0
Supervised Learning for Dynamical System Learning—0
A Sparse Gaussian Process Framework for Photometric Redshift Estimation—0
Variable subset selection via GA and information complexity in mixtures of Poisson and negative binomial regression models—0
Multi-task additive models with shared transfer functions based on dictionary learning—0
Shrinkage degree in L_2-re-scale boosting for regression—0
A New Perspective on Boosting in Linear Regression via Subgradient Optimization and Relatives—0
An Analysis of Active Learning With Uniform Feature Noise—0
Parametric Regression on the Grassmannian—0
Removing systematic errors for exoplanet search via latent causesCode0
An Online Learning Algorithm for Neuromorphic Hardware Implementation—0
DART: Dropouts meet Multiple Additive Regression TreesCode0
Object detection via a multi-region & semantic segmentation-aware CNN modelCode0
Re-scale boosting for regression and classification—0
An O(n(n)) Algorithm for Projecting Onto the Ordered Weighted _1 Norm Ball—0
On the Feasibility of Distributed Kernel Regression for Big Data—0
fastFM: A Library for Factorization MachinesCode0
GPU-Friendly Local Regression for Voice Conversion—0
Valid auto-models for spatially autocorrelated occupancy and abundance data—0
A Deep Learning Model for Structured Outputs with High-order Interaction—0
Regularization-free estimation in trace regression with symmetric positive semidefinite matrices—0
Spectral Norm of Random Kernel Matrices with Applications to Privacy—0
On the relation between Gaussian process quadratures and sigma-point methods—0
Forecasting the term structure of crude oil futures prices with neural networks—0
Color Constancy Using CNNsCode0
Multichannel sparse recovery of complex-valued signals using Huber's criterion—0
Switching nonparametric regression models for multi-curve data—0
Deciding when to stop: Efficient stopping of active learning guided drug-target prediction—0
Sparse Linear Regression With Missing Data—0
Transductive Multi-label Zero-shot Learning—0
A Bayesian Approach to Sparse plus Low rank Network Identification—0
Penalty, Shrinkage, and Preliminary Test Estimators under Full Model Hypothesis—0
Adaptive Concentration of Regression Trees, with Application to Random ForestsCode0
Nonparametric Detection of Nonlinearly Mixed Pixels and Endmember Estimation in Hyperspectral Images—0
Improved Calibration of Near-Infrared Spectra by Using Ensembles of Neural Network Models—0
Novel Super-Resolution Method Based on High Order Nonlocal-Means—0
Communication-efficient sparse regression: a one-shot approach—0
Fuzzy Mixed Integer Optimization Model for Regression Approach—0
Functional Inverse Regression in an Enlarged Dimension Reduction Space—0
Minimax Optimal Rates of Estimation in High Dimensional Additive Models: Universal Phase Transition—0
Deep Human Parsing with Active Template Regression—0
Kernel-Based Just-In-Time Learning for Passing Expectation Propagation MessagesCode0
Fitting 3D Morphable Models using Local FeaturesCode0
Model selection of polynomial kernel regression—0
A Chaining Algorithm for Online Nonparametric Regression—0
Sparse Multivariate Factor Regression—0
Tensor decomposition with generalized lasso penalties—0
Two-stage Sampling, Prediction and Adaptive Regression via Correlation Screening (SPARCS)—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