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Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 1671–1680 of 9424 papers

Title	Date	Tasks	Status	Hype	Score
A Cramér Distance perspective on Quantile Regression based Distributional Reinforcement Learning	Oct 1, 2021	Distributional Reinforcement Learningquantile regression	CodeCode Available	0	5
Machine learning methods for postprocessing ensemble forecasts of wind gusts: A systematic comparison	Jun 17, 2021	BIG-bench Machine Learningquantile regression	CodeCode Available	0	5
DoGR: Disaggregated Gaussian Regression for Reproducible Analysis of Heterogeneous Data	Aug 31, 2021	regression	CodeCode Available	0	5
Automating the Discovery of Partial Differential Equations in Dynamical Systems	Apr 25, 2024	regression	CodeCode Available	0	5
Distributional Reinforcement Learning with Quantile Regression	Oct 27, 2017	Atari GamesDistributional Reinforcement Learning	CodeCode Available	0	5
Manifold-regression to predict from MEG/EEG brain signals without source modeling	Jun 4, 2019	EEGElectroencephalogram (EEG)	CodeCode Available	0	5
Manipulating Machine Learning: Poisoning Attacks and Countermeasures for Regression Learning	Apr 1, 2018	BIG-bench Machine Learningregression	CodeCode Available	0	5
Manipulation-Robust Regression Discontinuity Designs	Sep 16, 2020	Diagnosticregression	CodeCode Available	0	5
Distributional Refinement Network: Distributional Forecasting via Deep Learning	Jun 3, 2024	Deep Learningregression	CodeCode Available	0	5
Adaptive Reduced Rank Regression	May 28, 2019	regression	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