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regression

Papers

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Showing 251–275 of 9424 papers

TitleStatusHype
An Experience Report on Regression-Free Repair of Deep Neural Network Model—0
Reinforcement Learning Based Symbolic Regression for Load Modeling—0
Statistical Study of Sensor Data and Investigation of ML-based Calibration Algorithms for Inexpensive Sensor Modules: Experiments from Cape Point—0
ProSE: Diffusion Priors for Speech Enhancement—0
Axes that matter: PCA with a differenceCode2
Agile Climate-Sensor Design and Calibration Algorithms Using Machine Learning: Experiments From Cape Point—0
Higher Order Reduced Rank Regression—0
Nearly Optimal Differentially Private ReLU Regression—0
Frequency Autoregressive Image Generation with Continuous Tokens—0
Near-Polynomially Competitive Active Logistic RegressionCode0
Comparing regularisation paths of (conjugate) gradient estimators in ridge regression—0
When can we get away with using the two-way fixed effects regression?Code1
TRACT: Regression-Aware Fine-tuning Meets Chain-of-Thought Reasoning for LLM-as-a-JudgeCode1
Early-Stopped Mirror Descent for Linear Regression over Convex Bodies—0
Conformal prediction of future insurance claims in the regression problem—0
Interval Regression: A Comparative Study with Proposed Models—0
AVG-DICE: Stationary Distribution Correction by Regression—0
QCS-ADME: Quantum Circuit Search for Drug Property Prediction with Imbalanced Data and Regression Adaptation—0
Improve Representation for Imbalanced Regression through Geometric ConstraintsCode1
A Survey on Ordinal Regression: Applications, Advances and Prospects—0
CARIL: Confidence-Aware Regression in Imitation Learning for Autonomous DrivingCode0
Learning Conditional Average Treatment Effects in Regression Discontinuity Designs using Bayesian Additive Regression Trees—0
Estimation of total body fat using symbolic regression and evolutionary algorithms—0
On the Saturation Effects of Spectral Algorithms in Large Dimensions—0
Heavy-Tailed Linear Bandits: Huber Regression with One-Pass Update—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