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Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 2551–2560 of 9424 papers

Title	Date	Tasks	Status	Hype
Factor Fields: A Unified Framework for Neural Fields and Beyond	Feb 2, 2023	NeRFregression	CodeCode Available	2
Bayes-optimal Learning of Deep Random Networks of Extensive-width	Feb 1, 2023	Formregression	—Unverified	0
Learning Functional Transduction	Feb 1, 2023	regression	CodeCode Available	0
Regression Adjustment, Cross-Fitting, and Randomized Experiments with Many Controls	Feb 1, 2023	regression	—Unverified	0
Implicit Regularization Leads to Benign Overfitting for Sparse Linear Regression	Feb 1, 2023	regression	—Unverified	0
A Nearly-Optimal Bound for Fast Regression with _ Guarantee	Feb 1, 2023	regression	—Unverified	0
Toward Physically Plausible Data-Driven Models: A Novel Neural Network Approach to Symbolic Regression	Feb 1, 2023	regressionSymbolic Regression	—Unverified	0
Dictionary-based Manifold Learning	Feb 1, 2023	regression	CodeCode Available	0
Robust Linear Regression: Gradient-descent, Early-stopping, and Beyond	Jan 31, 2023	regression	—Unverified	0
Differentially Private Kernel Inducing Points using features from ScatterNets (DP-KIP-ScatterNet) for Privacy Preserving Data Distillation	Jan 31, 2023	GPUPrivacy Preserving	CodeCode Available	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