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regression

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Showing 3801–3850 of 9424 papers

TitleStatusHype
Multi-task Learning for Gaussian Graphical Regressions with High Dimensional Covariates—0
Conformal Prediction with Temporal Quantile Adjustments—0
Variational Inference for Bayesian Bridge Regression—0
How catastrophic can catastrophic forgetting be in linear regression?—0
A Regression Approach to Learning-Augmented Online Algorithms—0
Treatment Choice with Nonlinear Regret—0
Spiking Neural Operators for Scientific Machine Learning—0
Classification as Direction Recovery: Improved Guarantees via Scale Invariance—0
DNNR: Differential Nearest Neighbors Regression—0
Bagged Polynomial Regression and Neural Networks—0
Network embeddedness indicates the innovation potential of firms—0
Prediction of stent under-expansion in calcified coronary arteries using machine-learning on intravascular optical coherence tomography—0
On the inability of Gaussian process regression to optimally learn compositional functions—0
ecpc: An R-package for generic co-data models for high-dimensional prediction—0
Robust Testing in High-Dimensional Sparse Models—0
CurFi: An automated tool to find the best regression analysis model using curve fitting—0
Supervised Learning and Model Analysis with Compositional DataCode0
Robust Regularized Low-Rank Matrix Models for Regression and Classification—0
Sharp Asymptotics of Kernel Ridge Regression Beyond the Linear Regime—0
Modelling stellar activity with Gaussian process regression networksCode0
A hybrid data driven-physics constrained Gaussian process regression framework with deep kernel for uncertainty quantification—0
JGPR: a computationally efficient multi-target Gaussian process regression algorithmCode0
Self-supervised regression learning using domain knowledge: Applications to improving self-supervised denoising in imaging—0
Multifidelity data fusion in convolutional encoder/decoder networks—0
THOR: Threshold-Based Ranking Loss for Ordinal Regression—0
Regression-based projection for learning Mori-Zwanzig operators—0
Distributional regression and its evaluation with the CRPS: Bounds and convergence of the minimax risk—0
Residue-based Label Protection Mechanisms in Vertical Logistic Regression—0
A unified test for regression discontinuity designsCode0
Machine Learning Diffusion Monte Carlo Energies—0
Individualized Risk Assessment of Preoperative Opioid Use by Interpretable Neural Network RegressionCode0
Scalable computation of prediction intervals for neural networks via matrix sketching—0
Leverage, Influence, and the Jackknife in Clustered Regression Models: Reliable Inference Using summclustCode0
What Makes A Good Fisherman? Linear Regression under Self-Selection Bias—0
Optimally tackling covariate shift in RKHS-based nonparametric regression—0
Efficient Minimax Optimal Estimators For Multivariate Convex Regression—0
On boundary conditions parametrized by analytic functions—0
Adversarial confound regression and uncertainty measurements to classify heterogeneous clinical MRI in Mass General BrighamCode0
Bivariate vine copula based regression, bivariate level and quantile curves—0
YOLOPose: Transformer-based Multi-Object 6D Pose Estimation using Keypoint Regression—0
Compound virtual screening by learning-to-rank with gradient boosting decision tree and enrichment-based cumulative gain—0
Machine learning techniques in joint default assessment—0
Towards an Ensemble Regressor Model for Anomalous ISP Traffic Prediction—0
Scalable Regularised Joint Mixture ModelsCode0
Distilling Governing Laws and Source Input for Dynamical Systems from VideosCode0
FundusQ-Net: a Regression Quality Assessment Deep Learning Algorithm for Fundus Images Quality Grading—0
Cluster-based Regression using Variational Inference and Applications in Financial Forecasting—0
Variation-cognizant Probabilistic Power Flow Analysis via Multi-task Learning—0
Using Machine Learning to Evaluate Real Estate Prices Using Location Big Data—0
COMBATANT@TamilNLP-ACL2022: Fine-grained Categorization of Abusive Comments using Logistic Regression—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