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regression

Papers

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Showing 1001–1025 of 9424 papers

TitleStatusHype
A Note on the Asymptotic Properties of the GLS Estimator in Multivariate Regression with Heteroskedastic and Autocorrelated Errors—0
Do you understand epistemic uncertainty? Think again! Rigorous frequentist epistemic uncertainty estimation in regression—0
H-AddiVortes: Heteroscedastic (Bayesian) Additive Voronoi Tessellations—0
Bayesian Kernel Regression for Functional Data—0
Using 3D reconstruction from image motion to predict total leaf area in dwarf tomato plants—0
Treatment Effect Heterogeneity in Regression Discontinuity Designs—0
Probabilistic Neural Networks (PNNs) with t-Distributed Outputs: Adaptive Prediction Intervals Beyond Gaussian Assumptions—0
Functional Factor Regression with an Application to Electricity Price Curve ModelingCode0
Mixed-feature Logistic Regression Robust to Distribution ShiftsCode0
Deep Lossless Image Compression via Masked Sampling and Coarse-to-Fine Auto-Regression—0
Low-Rank Matrix Regression via Least-Angle Regression—0
GBSVR: Granular Ball Support Vector Regression—0
Batch List-Decodable Linear Regression via Higher Moments—0
Parsing the Language of Expression: Enhancing Symbolic Regression with Domain-Aware Symbolic Priors—0
PLRD: Partially Linear Regression Discontinuity Inference—0
Boundary Regression for Leitmotif Detection in Music Audio—0
Reinforcement Learning Based Symbolic Regression for Load Modeling—0
An Experience Report on Regression-Free Repair of Deep Neural Network Model—0
Alligat0R: Pre-Training Through Co-Visibility Segmentation for Relative Camera Pose Regression—0
Agile Climate-Sensor Design and Calibration Algorithms Using Machine Learning: Experiments From Cape Point—0
Statistical Study of Sensor Data and Investigation of ML-based Calibration Algorithms for Inexpensive Sensor Modules: Experiments from Cape Point—0
Higher Order Reduced Rank Regression—0
ProSE: Diffusion Priors for Speech Enhancement—0
Nearly Optimal Differentially Private ReLU Regression—0
Near-Polynomially Competitive Active Logistic RegressionCode0
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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