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Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 2881–2890 of 9424 papers

Title	Date	Tasks	Status	Hype	Score
Accelerating L-shaped Two-stage Stochastic SCUC with Learning Integrated Benders Decomposition	Nov 17, 2023	regression	—Unverified	0	0
Communication-Efficient l_0 Penalized Least Square	Apr 1, 2025	regression	—Unverified	0	0
Approximate Bayes learning of stochastic differential equations	Feb 17, 2017	Gaussian Processesregression	—Unverified	0	0
Communication Efficient Federated Learning for Generalized Linear Bandits	Feb 2, 2022	Federated Learningparameter estimation	—Unverified	0	0
Communication-Constrained Distributed Quantile Regression with Optimal Statistical Guarantees	Oct 25, 2021	quantile regressionregression	—Unverified	0	0
Applying SVGD to Bayesian Neural Networks for Cyclical Time-Series Prediction and Inference	Jan 17, 2019	regressionSensitivity	—Unverified	0	0
A Functional Analysis Approach to Symbolic Regression	Feb 9, 2024	Benchmarkingregression	—Unverified	0	0
Communication Efficient Distributed Machine Learning with the Parameter Server	Dec 1, 2014	BIG-bench Machine Learningregression	—Unverified	0	0
Communication-Efficient Distributed Optimization of Self-Concordant Empirical Loss	Jan 1, 2015	Binary ClassificationDistributed Computing	—Unverified	0	0
Applying Regression Conformal Prediction with Nearest Neighbors to time series data	Oct 25, 2021	Conformal PredictionPrediction	—Unverified	0	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