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Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 1981–1990 of 9424 papers

Title	Date	Tasks	Status	Hype	Score
Ridgeless Regression with Random Features	May 1, 2022	regression	CodeCode Available	0	5
Ridge Regression and Provable Deterministic Ridge Leverage Score Sampling	Dec 1, 2018	regression	CodeCode Available	0	5
Discrete-Constrained Regression for Local Counting Models	Jul 20, 2022	Age EstimationClassification	CodeCode Available	0	5
Distributed Variational Inference in Sparse Gaussian Process Regression and Latent Variable Models	Feb 6, 2014	Dimensionality ReductionGaussian Processes	CodeCode Available	0	5
A Tutorial on Bayesian Optimization	Jul 8, 2018	Bayesian OptimizationHyperparameter Optimization	CodeCode Available	0	5
Robust and Agnostic Learning of Conditional Distributional Treatment Effects	May 23, 2022	regression	CodeCode Available	0	5
Direct side information learning for zero-shot regression	Feb 2, 2024	global-optimizationimage-classification	CodeCode Available	0	5
A Seq2Seq approach to Symbolic Regression	Oct 17, 2020	Benchmarkingregression	CodeCode Available	0	5
A Simple Algorithm For Scaling Up Kernel Methods	Jan 26, 2023	regression	CodeCode Available	0	5
Attribute Inference Attacks for Federated Regression Tasks	Nov 19, 2024	AttributeFederated Learning	CodeCode Available	0	5

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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