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regression

Papers

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Showing 626–650 of 9424 papers

TitleStatusHype
Limit Theorems for Stochastic Gradient Descent with Infinite Variance—0
Solving Sparse \& High-Dimensional-Output Regression via Compression—0
A Two-Stage Learning-to-Defer Approach for Multi-Task Learning—0
Learning signals defined on graphs with optimal transport and Gaussian process regression—0
Calibration of ordinal regression networks—0
Using GPT Models for Qualitative and Quantitative News Analytics in the 2024 US Presidental Election Process—0
AutoTrain: No-code training for state-of-the-art modelsCode7
Online Pseudo-Label Unified Object Detection for Multiple Datasets Training—0
Multiple Kernel Clustering via Local Regression Integration—0
Predictive Quantile Regression with High-Dimensional Predictors: The Variable Screening Approach—0
Controllable RANSAC-based Anomaly Detection via Hypothesis Testing—0
FIT-GNN: Faster Inference Time for GNNs Using CoarseningCode0
Interpreting Microbiome Relative Abundance Data Using Symbolic RegressionCode0
Diffusion-based Semi-supervised Spectral Algorithm for Regression on Manifolds—0
Laplace Transform Based Low-Complexity Learning of Continuous Markov Semigroups—0
Generalization for Least Squares Regression With Simple Spiked Covariances—0
Supervised Kernel ThinningCode0
Ab Initio Nonparametric Variable Selection for Scalable Symbolic Regression with Large pCode0
Diffusing States and Matching Scores: A New Framework for Imitation LearningCode1
D-FINE: Redefine Regression Task in DETRs as Fine-grained Distribution RefinementCode7
MAX: Masked Autoencoder for X-ray Fluorescence in Geological InvestigationCode0
Gravity-aligned Rotation Averaging with Circular RegressionCode7
Efficient Optimization Algorithms for Linear Adversarial Training—0
Neural Symbolic Regression of Complex Network Dynamics—0
State-space models can learn in-context by gradient descent—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