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regression

Papers

Showing 76767700 of 9424 papers

TitleStatusHype
Machine learning based hyperspectral image analysis: A survey0
Iterate averaging as regularization for stochastic gradient descent0
Characterizing Implicit Bias in Terms of Optimization Geometry0
Using Data Mining to Predict Hospital Admissions From the Emergency DepartmentCode0
Learning Integral Representations of Gaussian ProcessesCode0
Generic Coreset for Scalable Learning of Monotonic Kernels: Logistic Regression, Sigmoid and more0
Spatial Morphing Kernel Regression For Feature Interpolation0
High-Quality Prediction Intervals for Deep Learning: A Distribution-Free, Ensembled ApproachCode0
Estimator of Prediction Error Based on Approximate Message Passing for Penalized Linear Regression0
Subspace Network: Deep Multi-Task Censored Regression for Modeling Neurodegenerative DiseasesCode0
Robust Estimation via Robust Gradient Estimation0
Analysis of cause-effect inference by comparing regression errors0
Leveraged volume sampling for linear regression0
On the Optimization of Deep Networks: Implicit Acceleration by Overparameterization0
Disentangling 3D Pose in A Dendritic CNN for Unconstrained 2D Face Alignment0
Nonparametric Testing under Random Projection0
3D Regression Neural Network for the Quantification of Enlarged Perivascular Spaces in Brain MRI0
Gradient Boosting With Piece-Wise Linear Regression TreesCode0
Learning from a Handful Volumes: MRI Resolution Enhancement with Volumetric Super-Resolution ForestsCode0
Stealing Hyperparameters in Machine Learning0
Efficient Exploration through Bayesian Deep Q-NetworksCode0
State Space Gaussian Processes with Non-Gaussian Likelihood0
Robust and Sparse Regression in GLM by Stochastic Optimization0
Large Scale Constrained Linear Regression Revisited: Faster Algorithms via PreconditioningCode0
Full-Frame Scene Coordinate Regression for Image-Based Localization0
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Benchmark Results

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