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Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 1641–1650 of 9424 papers

Title	Date	Tasks	Status	Hype	Score
Distribution-Free Predictive Inference For Regression	Apr 14, 2016	Computational EfficiencyPrediction	CodeCode Available	0	5
Channel Pruning for Accelerating Very Deep Neural Networks	Jul 19, 2017	channel selectionregression	CodeCode Available	0	5
Disturbing Target Values for Neural Network Regularization	Oct 11, 2021	L2 Regularizationregression	CodeCode Available	0	5
Distributional Refinement Network: Distributional Forecasting via Deep Learning	Jun 3, 2024	Deep Learningregression	CodeCode Available	0	5
AutoML Meets Time Series Regression Design and Analysis of the AutoSeries Challenge	Jul 28, 2021	AutoMLFeature Engineering	CodeCode Available	0	5
Linear Ensembles of Word Embedding Models	Apr 5, 2017	regressionWord Embeddings	CodeCode Available	0	5
Distributional Regression U-Nets for the Postprocessing of Precipitation Ensemble Forecasts	Jul 2, 2024	Decision Makingquantile regression	CodeCode Available	0	5
Distributionally Robust Policy Evaluation under General Covariate Shift in Contextual Bandits	Jan 21, 2024	Multi-Armed Banditsregression	CodeCode Available	0	5
LingJing at SemEval-2022 Task 3: Applying DeBERTa to Lexical-level Presupposed Relation Taxonomy with Knowledge Transfer	Jul 1, 2022	Binary ClassificationClassification	CodeCode Available	0	5
Distributional Reinforcement Learning with Quantile Regression	Oct 27, 2017	Atari GamesDistributional Reinforcement 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