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regression

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 691–700 of 9424 papers

Title	Date	Tasks	Status	Hype
Distributed Learning with Discretely Observed Functional Data	Oct 3, 2024	regression	—Unverified	0
Beyond Squared Error: Exploring Loss Design for Enhanced Training of Generative Flow Networks	Oct 3, 2024	Diversityregression	—Unverified	0
On metric choice in dimension reduction for Fréchet regression	Oct 2, 2024	Dimensionality Reductionregression	—Unverified	0
Causal Inference Tools for a Better Evaluation of Machine Learning	Oct 2, 2024	Causal InferenceEconometrics	—Unverified	0
HelpSteer2-Preference: Complementing Ratings with Preferences	Oct 2, 2024	regression	—Unverified	0
Attention layers provably solve single-location regression	Oct 2, 2024	regression	CodeCode Available	0
Reducing Variance in Meta-Learning via Laplace Approximation for Regression Tasks	Oct 2, 2024	Meta-Learningregression	—Unverified	0
TorchSISSO: A PyTorch-Based Implementation of the Sure Independence Screening and Sparsifying Operator for Efficient and Interpretable Model Discovery	Oct 2, 2024	GPUModel Discovery	CodeCode Available	1
Bayesian Binary Search	Oct 2, 2024	Density Estimationquantile regression	—Unverified	0
Transformers Handle Endogeneity in In-Context Linear Regression	Oct 2, 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