SOTAVerified

regression

Papers

Showing 37013750 of 9424 papers

TitleStatusHype
Gaussian Process Uncertainty in Age Estimation as a Measure of Brain Abnormality0
Gaussians on Riemannian Manifolds: Applications for Robot Learning and Adaptive Control0
Gaussian Transforms Modeling and the Estimation of Distributional Regression Functions0
Gauss-Legendre Features for Gaussian Process Regression0
Gaze-Sensing LEDs for Head Mounted Displays0
GBSVR: Granular Ball Support Vector Regression0
Deep graphical regression for jointly moderate and extreme Australian wildfires0
GCCRR: A Short Sequence Gait Cycle Segmentation Method Based on Ear-Worn IMU0
Conditional expectation network for SHAP0
Arbitrary-Oriented Object Detection in Remote Sensing Images Based on Polar Coordinates0
Deep Generative Symbolic Regression with Monte-Carlo-Tree-Search0
A Lottery-Demand-Based Explanation of the Beta Anomaly0
Adaptive Hard Thresholding for Near-optimal Consistent Robust Regression0
Asymptotic Theory for Two-Way Clustering0
General Fair Empirical Risk Minimization0
General Game Heuristic Prediction Based on Ludeme Descriptions0
Generalisation error in learning with random features and the hidden manifold model0
Generalised Bayesian Filtering via Sequential Monte Carlo0
Global quantitative robustness of regression feed-forward neural networks0
Generalization Ability of Wide Residual Networks0
Generalization and Robustness of Batched Weighted Average Algorithm with V-geometrically Ergodic Markov Data0
Generalization bound for kernel similarity learning0
Deep Generative Quantile-Copula Models for Probabilistic Forecasting0
Generalization bounds for nonparametric regression with β-mixing samples0
Generalization bounds for regression and classification on adaptive covering input domains0
Generalization Certificates for Adversarially Robust Bayesian Linear Regression0
Generalization Error Bounds for Multiclass Sparse Linear Classifiers0
Generalization Error Curves for Analytic Spectral Algorithms under Power-law Decay0
Generalization Error for Linear Regression under Distributed Learning0
Generalization error in high-dimensional perceptrons: Approaching Bayes error with convex optimization0
Generalization error minimization: a new approach to model evaluation and selection with an application to penalized regression0
Conditional Rank-Rank Regression0
Generalization error of random features and kernel methods: hypercontractivity and kernel matrix concentration0
Generalization Error Rates in Kernel Regression: The Crossover from the Noiseless to Noisy Regime0
Generalization Errors and Learning Curves for Regression with Multi-task Gaussian Processes0
Double Descent and Overfitting under Noisy Inputs and Distribution Shift for Linear Denoisers0
Generalization for Least Squares Regression With Simple Spiked Covariances0
Generalization in Kernel Regression Under Realistic Assumptions0
Generalization in Supervised Learning Through Riemannian Contraction0
Attribute Efficient Linear Regression with Data-Dependent Sampling0
Generalization Properties of hyper-RKHS and its Applications0
Conditional Uncorrelation and Efficient Non-approximate Subset Selection in Sparse Regression0
Generalized Ambiguity Decomposition for Understanding Ensemble Diversity0
Generalized Bayesian Additive Regression Trees Models: Beyond Conditional Conjugacy0
Generalized Beta Mixtures of Gaussians0
Chernoff Sampling for Active Testing and Extension to Active Regression0
Conditioned Regression Models for Non-Blind Single Image Super-Resolution0
A regression algorithm for accelerated lattice QCD that exploits sparse inference on the D-Wave quantum annealer0
Conditioning of Random Feature Matrices: Double Descent and Generalization Error0
Deep Gaussian Processes for Regression using Approximate Expectation Propagation0
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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