SOTAVerified

regression

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 7651–7700 of 9424 papers

TitleStatusHype
Multiple Instance Choquet Integral Classifier Fusion and Regression for Remote Sensing ApplicationsCode0
Standing Wave Decomposition Gaussian ProcessCode0
Efficient Algorithms for Outlier-Robust Regression—0
Revisiting differentially private linear regression: optimal and adaptive prediction & estimation in unbounded domainCode0
Sketching for Principal Component Regression—0
A Comparative Study of Pairwise Learning Methods based on Kernel Ridge Regression—0
DenseReg: Fully Convolutional Dense Shape Regression In-the-Wild—0
Distributed Nonparametric Regression under Communication Constraints—0
Classification based Grasp Detection using Spatial Transformer Network—0
Practical Contextual Bandits with Regression Oracles—0
Detecting non-causal artifacts in multivariate linear regression models—0
Learning with Correntropy-induced Losses for Regression with Mixture of Symmetric Stable Noise—0
Deep Learning for Causal Inference—0
Interval-based Prediction Uncertainty Bound Computation in Learning with Missing Values—0
Diversity and degrees of freedom in regression ensembles—0
Distributed Multivariate Regression Modeling For Selecting Biomarkers Under Data Protection ConstraintsCode0
Maximum likelihood estimation of a finite mixture of logistic regression models in a continuous data streamCode0
Decoding of finger trajectory from ECoG using deep learning—0
Multi-Observation Regression—0
Testability of high-dimensional linear models with non-sparse structures—0
EiTAKA at SemEval-2018 Task 1: An Ensemble of N-Channels ConvNet and XGboost Regressors for Emotion Analysis of Tweets—0
Near-Linear Time Local Polynomial Nonparametric Estimation with Box Kernels—0
Interpreting Complex Regression Models—0
Model Agnostic Time Series Analysis via Matrix EstimationCode0
Teacher Improves Learning by Selecting a Training Subset—0
Machine learning based hyperspectral image analysis: A survey—0
Iterate averaging as regularization for stochastic gradient descent—0
Characterizing Implicit Bias in Terms of Optimization Geometry—0
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 more—0
Spatial Morphing Kernel Regression For Feature Interpolation—0
High-Quality Prediction Intervals for Deep Learning: A Distribution-Free, Ensembled ApproachCode0
Estimator of Prediction Error Based on Approximate Message Passing for Penalized Linear Regression—0
Subspace Network: Deep Multi-Task Censored Regression for Modeling Neurodegenerative DiseasesCode0
Robust Estimation via Robust Gradient Estimation—0
Analysis of cause-effect inference by comparing regression errors—0
Leveraged volume sampling for linear regression—0
On the Optimization of Deep Networks: Implicit Acceleration by Overparameterization—0
Disentangling 3D Pose in A Dendritic CNN for Unconstrained 2D Face Alignment—0
Nonparametric Testing under Random Projection—0
3D Regression Neural Network for the Quantification of Enlarged Perivascular Spaces in Brain MRI—0
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 Learning—0
Efficient Exploration through Bayesian Deep Q-NetworksCode0
State Space Gaussian Processes with Non-Gaussian Likelihood—0
Robust and Sparse Regression in GLM by Stochastic Optimization—0
Large Scale Constrained Linear Regression Revisited: Faster Algorithms via PreconditioningCode0
Full-Frame Scene Coordinate Regression for Image-Based Localization—0
Show:102550
← PrevPage 154 of 189Next →
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