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Papers

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Showing 1571–1580 of 9424 papers

Title	Date	Tasks	Status	Hype
Disruption Prediction in Fusion Devices through Feature Extraction and Logistic Regression	Nov 24, 2023	regression	—Unverified	0
Analysis of the expected L_2 error of an over-parametrized deep neural network estimate learned by gradient descent without regularization	Nov 24, 2023	regression	—Unverified	0
More is Better in Modern Machine Learning: when Infinite Overparameterization is Optimal and Overfitting is Obligatory	Nov 24, 2023	Philosophyregression	—Unverified	0
Latent Diffusion Prior Enhanced Deep Unfolding for Snapshot Spectral Compressive Imaging	Nov 24, 2023	Computational EfficiencyImage Reconstruction	CodeCode Available	1
Risk Bounds of Accelerated SGD for Overparameterized Linear Regression	Nov 23, 2023	regression	—Unverified	0
Gradient-based bilevel optimization for multi-penalty Ridge regression through matrix differential calculus	Nov 23, 2023	Bilevel OptimizationL2 Regularization	CodeCode Available	0
Object Location Prediction in Real-time using LSTM Neural Network and Polynomial Regression	Nov 23, 2023	regression	—Unverified	0
HypUC: Hyperfine Uncertainty Calibration with Gradient-boosted Corrections for Reliable Regression on Imbalanced Electrocardiograms	Nov 23, 2023	DiagnosticEEG	—Unverified	0
Regressions under Adverse Conditions	Nov 22, 2023	regressionTime Series	—Unverified	0
Adaptive Sampling for Deep Learning via Efficient Nonparametric Proxies	Nov 22, 2023	Deep Learningregression	—Unverified	0

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All datasets California Housing Prices Concrete Compressive Strength Medical Cost Personal Dataset Synthetic: y = x * sin x ADORE Car_Price_Prediction

Benchmark Results

#	Model	Metric	Claimed	Verified	Status
1	Neural Network	R2 Score	0.79	—	Unverified
2	Baseline Regression	R2 Score	0.58	—	Unverified
3	Mimic / Surrogate	R2 Score	0.57	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Neural Network	R2 Score	0.86	—	Unverified
2	Baseline Regression	R2 Score	0.59	—	Unverified
3	Mimic / Surrogate	R2 Score	0.58	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Neural Network	R2 Score	0.87	—	Unverified
2	Baseline Regression	R2 Score	0.78	—	Unverified
3	Mimic / Surrogate	R2 Score	0.78	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Neural Network	R2 Score	0.98	—	Unverified
2	Baseline Regression	R2 Score	-0.01	—	Unverified
3	Mimic / Surrogate	R2 Score	-0.01	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	XGBoost-MACCS	micro-averaged RMSE	0.93	—	Unverified
2	RF-ToxPrint	chemical macro-average RMSE	0.85	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Linear and Decision Tree Regression	R Squared	86.84	—	Unverified