SOTAVerified

regression

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 4751–4800 of 9424 papers

TitleStatusHype
Multi-fidelity regression using artificial neural networks: efficient approximation of parameter-dependent output quantities—0
NOMU: Neural Optimization-based Model UncertaintyCode1
Learning Prediction Intervals for Regression: Generalization and Calibration—0
Vector quantile regression and optimal transport, from theory to numerics—0
Distribution-Free Robust Linear Regression—0
Sparse online variational Bayesian regressionCode0
Understanding and Mitigating Accuracy Disparity in RegressionCode0
On the Minimal Error of Empirical Risk Minimization—0
HiPaR: Hierarchical Pattern-aided Regression—0
Hopeful_Men@LT-EDI-EACL2021: Hope Speech Detection Using Indic Transliteration and Transformers—0
GDRNPP: A Geometry-guided and Fully Learning-based Object Pose EstimatorCode1
Machine Learning Regression for Operator Dynamics—0
Probabilistic Spatial Analysis in Quantitative Microscopy with Uncertainty-Aware Cell Detection using Deep Bayesian Regression of Density Maps—0
Bridging factor and sparse models—0
Adversarial robust weighted Huber regression—0
Comparative Fault Location Estimation by Using Image Processing in Mixed Transmission Lines—0
LogME: Practical Assessment of Pre-trained Models for Transfer LearningCode1
Kernel Ridge Riesz Representers: Generalization, Mis-specification, and the Counterfactual Effective Dimension—0
Slowly Varying Regression under SparsityCode0
A Novel Multi-Period and Multilateral Price Index—0
Symbolic regression for scientific discovery: an application to wind speed forecastingCode1
Estimation and Inference by Stochastic Optimization: Three Examples—0
GMLight: Lighting Estimation via Geometric Distribution ApproximationCode1
Temporal Gaussian Process Regression in Logarithmic TimeCode1
Pose Guided Person Image Generation with Hidden p-Norm Regression—0
Fair Sparse Regression with Clustering: An Invex Relaxation for a Combinatorial Problem—0
Robust non-parametric mortality and fertility modelling and forecasting: Gaussian process regression approaches—0
Integrating prediction in mean-variance portfolio optimization—0
Data-driven formulation of natural laws by recursive-LASSO-based symbolic regression—0
Delving into Deep Imbalanced RegressionCode1
Transfer Learning for Linear Regression: a Statistical Test of Gain—0
UnibucKernel: Geolocating Swiss German Jodels Using Ensemble Learning—0
Walking Out of the Weisfeiler Leman Hierarchy: Graph Learning Beyond Message PassingCode1
Data-Driven Logistic Regression Ensembles With Applications in Genomics—0
The Expediting Effect of Monitoring on Infrastructural Works. A Regression-Discontinuity Approach with Multiple Assignment Variables—0
Multivariable Fractional Polynomials for lithium-ion batteries degradation models under dynamic conditions—0
Trees-Based Models for Correlated DataCode0
Learning Symbolic Expressions: Mixed-Integer Formulations, Cuts, and Heuristics—0
Tighter Bounds on the Log Marginal Likelihood of Gaussian Process Regression Using Conjugate Gradients—0
The MELODIC family for simultaneous binary logistic regression in a reduced spaceCode0
Conditional Distributional Treatment Effect with Kernel Conditional Mean Embeddings and U-Statistic Regression—0
RMS-Net: Regression and Masking for Soccer Event SpottingCode0
A generalized quadratic loss for SVM and Deep Neural Networks—0
Healing Products of Gaussian ProcessesCode1
Sample Efficient Subspace-based Representations for Nonlinear Meta-Learning—0
Distribution Free Uncertainty for the Minimum Norm Solution of Over-parameterized Linear Regression—0
Q-Value Weighted Regression: Reinforcement Learning with Limited DataCode0
Linear programming approach to nonparametric inference under shape restrictions: with an application to regression kink designs—0
Shrinkage Bayesian Causal Forests for Heterogeneous Treatment Effects EstimationCode0
Explainability in CNN Models By Means of Z-Scores—0
Show:102550
← PrevPage 96 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