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regression

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Showing 5801–5850 of 9424 papers

TitleStatusHype
SEOFP-NET: Compression and Acceleration of Deep Neural Networks for Speech Enhancement Using Sign-Exponent-Only Floating-Points—0
SeqProFT: Applying LoRA Finetuning for Sequence-only Protein Property Predictions—0
Sequential Adaptive Design for Jump Regression Estimation—0
Sequential asset ranking in nonstationary time series—0
Sequential model aggregation for production forecasting—0
Universality of conformal prediction under the assumption of randomness—0
Set-Asides in USDA Food Procurement Auctions—0
Sex, drugs, and violence—0
Sex Trafficking Detection with Ordinal Regression Neural Networks—0
(S)GD over Diagonal Linear Networks: Implicit Regularisation, Large Stepsizes and Edge of Stability—0
Shallow Art: Art Extension Through Simple Machine Learning—0
Shallow neural network representation of polynomials—0
Shape-based pose estimation for automatic standard views of the knee—0
Shape-constrained Symbolic Regression -- Improving Extrapolation with Prior Knowledge—0
Shape-constrained Symbolic Regression with NSGA-III—0
Shape Constraints in Symbolic Regression using Penalized Least Squares—0
Shape optimization in laminar flow with a label-guided variational autoencoder—0
Shapley variable importance cloud for machine learning models—0
SHAP scores fail pervasively even when Lipschitz succeeds—0
Sharded Bayesian Additive Regression Trees—0
Sharing Information Between Machine Tools to Improve Surface Finish Forecasting—0
Sharp analysis of low-rank kernel matrix approximations—0
Sharp Asymptotics of Kernel Ridge Regression Beyond the Linear Regime—0
Sharp Convergence Rates for Forward Regression in High-Dimensional Sparse Linear Models—0
Sharpened Error Bounds for Random Sampling Based _2 Regression—0
Sharpe Ratio Analysis in High Dimensions: Residual-Based Nodewise Regression in Factor Models—0
On Statistical Properties of Sharpness-Aware Minimization: Provable Guarantees—0
Sharpness-Aware Minimization for Evolutionary Feature Construction in Regression—0
Sharp Threshold for Multivariate Multi-Response Linear Regression via Block Regularized Lasso—0
Short optimization paths lead to good generalization—0
Short-Term Forecasting of CO2 Emission Intensity in Power Grids by Machine Learning—0
Ensembling methods for countrywide short term forecasting of gas demand—0
Short-term prediction of photovoltaic power generation using Gaussian process regression—0
Short-term probabilistic photovoltaic power forecast based on deep convolutional long short-term memory network and kernel density estimation—0
Should you use a probabilistic duration model in TTS? Probably! Especially for spontaneous speech—0
SHPR-Net: Deep Semantic Hand Pose Regression From Point Clouds—0
Shrinkage degree in L_2-re-scale boosting for regression—0
Shuffled linear regression through graduated convex relaxation—0
Shuffled Linear Regression via Spectral Matching—0
Siamese Regression Networks with Efficient mid-level Feature Extraction for 3D Object Pose Estimation—0
SiamMan: Siamese Motion-aware Network for Visual Tracking—0
SiamRCR: Reciprocal Classification and Regression for Visual Object Tracking—0
SiamTHN: Siamese Target Highlight Network for Visual Tracking—0
siaNMS: Non-Maximum Suppression with Siamese Networks for Multi-Camera 3D Object Detection—0
Sibling Regression for Generalized Linear Models—0
Signal and Noise Statistics Oblivious Orthogonal Matching Pursuit—0
Signal classification using weighted orthogonal regression method—0
Signal Recovery from Pooling Representations—0
Similarity between Units of Natural Language: The Transition from Coarse to Fine Estimation—0
Similarity Learning via Adaptive Regression and Its Application to Image Retrieval—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