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Papers

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Showing 881–890 of 9424 papers

Title	Date	Tasks	Status	Hype
Inference at the data's edge: Gaussian processes for modeling and inference under model-dependency, poor overlap, and extrapolation	Jul 15, 2024	counterfactualGaussian Processes	—Unverified	0
Spectral Representation for Causal Estimation with Hidden Confounders	Jul 15, 2024	regression	CodeCode Available	0
FRI-Net: Floorplan Reconstruction via Room-wise Implicit Representation	Jul 15, 2024	regression	—Unverified	0
Have ASkotch: A Neat Solution for Large-scale Kernel Ridge Regression	Jul 14, 2024	Computational chemistryPoint Processes	—Unverified	0
TrIM: Transformed Iterative Mondrian Forests for Gradient-based Dimension Reduction and High-Dimensional Regression	Jul 13, 2024	Dimensionality Reductionregression	CodeCode Available	0
LFFR: Logistic Function For (single-output) Regression	Jul 13, 2024	Privacy Preservingregression	CodeCode Available	0
Towards Understanding Epoch-wise Double descent in Two-layer Linear Neural Networks	Jul 13, 2024	regression	—Unverified	0
Learning High-Frequency Functions Made Easy with Sinusoidal Positional Encoding	Jul 12, 2024	regressiontext-to-speech	CodeCode Available	0
FastImpute: A Baseline for Open-source, Reference-Free Genotype Imputation Methods -- A Case Study in PRS313	Jul 12, 2024	Imputationregression	CodeCode Available	0
MUSCLE: A Model Update Strategy for Compatible LLM Evolution	Jul 12, 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