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Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 1431–1440 of 9424 papers

Title	Date	Tasks	Status	Hype
HelpSteer2-Preference: Complementing Ratings with Preferences	Oct 2, 2024	regression	—Unverified	0
Causal Inference Tools for a Better Evaluation of Machine Learning	Oct 2, 2024	Causal InferenceEconometrics	—Unverified	0
Bayesian Binary Search	Oct 2, 2024	Density Estimationquantile regression	—Unverified	0
On metric choice in dimension reduction for Fréchet regression	Oct 2, 2024	Dimensionality Reductionregression	—Unverified	0
Attention layers provably solve single-location regression	Oct 2, 2024	regression	CodeCode Available	0
Transformers Handle Endogeneity in In-Context Linear Regression	Oct 2, 2024	regression	—Unverified	0
High-dimensional logistic regression with missing data: Imputation, regularization, and universality	Oct 1, 2024	ImputationPrediction	—Unverified	0
GPTreeO: An R package for continual regression with dividing local Gaussian processes	Oct 1, 2024	Continual LearningGaussian Processes	—Unverified	0
Interval Estimation of Coefficients in Penalized Regression Models of Insurance Data	Oct 1, 2024	feature selectionregression	CodeCode Available	0
FlipGuard: Defending Preference Alignment against Update Regression with Constrained Optimization	Oct 1, 2024	regression	—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