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regression

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Showing 3801–3825 of 9424 papers

TitleStatusHype
Theoretically Accurate Regularization Technique for Matrix Factorization based Recommender Systems—0
Conformal Prediction with Temporal Quantile Adjustments—0
How catastrophic can catastrophic forgetting be in linear regression?—0
Variational Inference for Bayesian Bridge 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
Robust Testing in High-Dimensional Sparse Models—0
On the inability of Gaussian process regression to optimally learn compositional functions—0
Prediction of stent under-expansion in calcified coronary arteries using machine-learning on intravascular optical coherence tomography—0
ecpc: An R-package for generic co-data models for high-dimensional prediction—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
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
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
Regression-based projection for learning Mori-Zwanzig operators—0
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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