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regression

Papers

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Showing 1601–1625 of 9424 papers

TitleStatusHype
Beware of Validation by Eye: Visual Validation of Linear Trends in Scatterplots—0
An integrated perspective of robustness in regression through the lens of the bias-variance trade-offCode0
FRI-Net: Floorplan Reconstruction via Room-wise Implicit Representation—0
Inference at the data's edge: Gaussian processes for modeling and inference under model-dependency, poor overlap, and extrapolation—0
Spectral Representation for Causal Estimation with Hidden ConfoundersCode0
Have ASkotch: A Neat Solution for Large-scale Kernel Ridge Regression—0
TrIM: Transformed Iterative Mondrian Forests for Gradient-based Dimension Reduction and High-Dimensional RegressionCode0
LFFR: Logistic Function For (single-output) RegressionCode0
Towards Understanding Epoch-wise Double descent in Two-layer Linear Neural Networks—0
Learning High-Frequency Functions Made Easy with Sinusoidal Positional EncodingCode0
FastImpute: A Baseline for Open-source, Reference-Free Genotype Imputation Methods -- A Case Study in PRS313Code0
MUSCLE: A Model Update Strategy for Compatible LLM Evolution—0
Comparative analysis of Mixed-Data Sampling (MIDAS) model compared to Lag-Llama model for inflation nowcasting—0
Multivariate root-n-consistent smoothing parameter free matching estimators and estimators of inverse density weighted expectations—0
MNeRV: A Multilayer Neural Representation for VideosCode0
Token-Mol 1.0: Tokenized drug design with large language model—0
Multi-modal MRI Translation via Evidential Regression and Distribution Calibration—0
CAESar: Conditional Autoregressive Expected ShortfallCode0
Certified Continual Learning for Neural Network Regression—0
Implicit Regression in Subspace for High-Sensitivity CEST Imaging—0
Differentiable Optimization of Similarity Scores Between Models and BrainsCode0
Robust Partial Least Squares Using Low Rank and Sparse Decomposition—0
ERQ: Error Reduction for Post-Training Quantization of Vision Transformers—0
Conditional Rank-Rank Regression—0
A Color Image Analysis Tool to Help Users Choose a Makeup Foundation Color—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