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regression

Papers

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Showing 3351–3400 of 9424 papers

TitleStatusHype
Multi-task Learning for Gaussian Graphical Regressions with High Dimensional Covariates—0
Conformal Prediction with Temporal Quantile Adjustments—0
The Unreasonable Effectiveness of Deep Evidential RegressionCode1
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
Spiking Neural Operators for Scientific Machine Learning—0
Classification as Direction Recovery: Improved Guarantees via Scale Invariance—0
Bagged Polynomial Regression and Neural Networks—0
Treatment Choice with Nonlinear Regret—0
DNNR: Differential Nearest Neighbors Regression—0
Latent Variable Method Demonstrator -- Software for Understanding Multivariate Data Analytics AlgorithmsCode1
Prediction of stent under-expansion in calcified coronary arteries using machine-learning on intravascular optical coherence tomography—0
Network embeddedness indicates the innovation potential of firms—0
CurFi: An automated tool to find the best regression analysis model using curve fitting—0
On the inability of Gaussian process regression to optimally learn compositional functions—0
Robust Testing in High-Dimensional Sparse Models—0
ecpc: An R-package for generic co-data models for high-dimensional prediction—0
Supervised Learning and Model Analysis with Compositional DataCode0
Robust Regularized Low-Rank Matrix Models for Regression and Classification—0
Modelling stellar activity with Gaussian process regression networksCode0
Sharp Asymptotics of Kernel Ridge Regression Beyond the Linear Regime—0
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
Regression-based projection for learning Mori-Zwanzig operators—0
Multifidelity data fusion in convolutional encoder/decoder networks—0
THOR: Threshold-Based Ranking Loss for Ordinal Regression—0
Self-supervised regression learning using domain knowledge: Applications to improving self-supervised denoising in imaging—0
A unified test for regression discontinuity designsCode0
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
Machine Learning Diffusion Monte Carlo Energies—0
Individualized Risk Assessment of Preoperative Opioid Use by Interpretable Neural Network RegressionCode0
BiCo-Net: Regress Globally, Match Locally for Robust 6D Pose EstimationCode1
Leverage, Influence, and the Jackknife in Clustered Regression Models: Reliable Inference Using summclustCode0
On boundary conditions parametrized by analytic functions—0
Efficient Minimax Optimal Estimators For Multivariate Convex Regression—0
Optimally tackling covariate shift in RKHS-based nonparametric regression—0
What Makes A Good Fisherman? Linear Regression under Self-Selection Bias—0
Scalable computation of prediction intervals for neural networks via matrix sketching—0
Adversarial confound regression and uncertainty measurements to classify heterogeneous clinical MRI in Mass General BrighamCode0
YOLOPose: Transformer-based Multi-Object 6D Pose Estimation using Keypoint Regression—0
Bivariate vine copula based regression, bivariate level and quantile curves—0
Compound virtual screening by learning-to-rank with gradient boosting decision tree and enrichment-based cumulative gain—0
Homography-Based Loss Function for Camera Pose RegressionCode1
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
Machine learning techniques in joint default assessment—0
FundusQ-Net: a Regression Quality Assessment Deep Learning Algorithm for Fundus Images Quality Grading—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