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Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 1311–1320 of 9424 papers

Title	Date	Tasks	Status	Hype	Score
Distribution Regression with Sliced Wasserstein Kernels	Feb 8, 2022	regression	CodeCode Available	0	5
A Benchmarking Dataset with 2440 Organic Molecules for Volume Distribution at Steady State	Nov 10, 2022	Benchmarkingfeature selection	CodeCode Available	0	5
Disturbing Target Values for Neural Network Regularization	Oct 11, 2021	L2 Regularizationregression	CodeCode Available	0	5
DoGR: Disaggregated Gaussian Regression for Reproducible Analysis of Heterogeneous Data	Aug 31, 2021	regression	CodeCode Available	0	5
Distributional Reinforcement Learning with Quantile Regression	Oct 27, 2017	Atari GamesDistributional Reinforcement Learning	CodeCode Available	0	5
Efficient hybrid modeling and sorption model discovery for non-linear advection-diffusion-sorption systems: A systematic scientific machine learning approach	Mar 22, 2023	Model Discoveryregression	CodeCode Available	0	5
Efficient Low-Rank Matrix Estimation, Experimental Design, and Arm-Set-Dependent Low-Rank Bandits	Feb 17, 2024	Computational EfficiencyEfficient Exploration	CodeCode Available	0	5
Efficient online learning with kernels for adversarial large scale problems	Feb 26, 2019	regression	CodeCode Available	0	5
Distribution-Free Predictive Inference For Regression	Apr 14, 2016	Computational EfficiencyPrediction	CodeCode Available	0	5
Bayesian Approximate Kernel Regression with Variable Selection	Aug 5, 2015	Binary Classificationregression	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