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regression

Papers

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Showing 4326–4350 of 9424 papers

TitleStatusHype
Asymptotic normality and confidence intervals for derivatives of 2-layers neural network in the random features model—0
Improving Implicit Regularization of SGD with Preconditioning for Least Square Problems—0
Inferring Change Points in High-Dimensional Regression via Approximate Message Passing—0
Data-driven surrogate modelling and benchmarking for process equipment—0
Inferring Outcome Means of Exponential Family Distributions Estimated by Deep Neural Networks—0
Improving Naive Bayes for Regression with Optimised Artificial Surrogate Data—0
Improving Nonparametric Classification via Local Radial Regression with an Application to Stock Prediction—0
Data Mining using Unguided Symbolic Regression on a Blast Furnace Dataset—0
Improving One-Shot Learning through Fusing Side Information—0
Infinite Mixtures of Multivariate Gaussian Processes—0
Position Bias Estimation with Item Embedding for Sparse Dataset—0
Implicit Bias of Gradient Descent for Logistic Regression at the Edge of Stability—0
Improving Prediction Backward-Compatiblility in NLP Model Upgrade with Gated Fusion—0
Implicit Bias and Fast Convergence Rates for Self-attention—0
Improving pronunciation assessment via ordinal regression with anchored reference samples—0
Improving Random Forests by Smoothing—0
Dataset Meta-Learning from Kernel Ridge-Regression—0
Improving Regression-based Event Study Analysis Using a Topological Machine-learning Method—0
Improving Regression Performance with Distributional Losses—0
CRUDE: Calibrating Regression Uncertainty Distributions Empirically—0
Reliable Neural Networks for Regression Uncertainty Estimation—0
Improving Robustness for Pose Estimation via Stable Heatmap Regression—0
Implementing Randomized Matrix Algorithms in Parallel and Distributed Environments—0
Data Summarization via Bilevel Optimization—0
Implementing Fair Regression In The Real World—0
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All datasetsCalifornia Housing PricesConcrete Compressive StrengthMedical Cost Personal DatasetSynthetic: y = x * sin xADORECar_Price_Prediction

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Neural NetworkR2 Score0.79—Unverified
2Baseline RegressionR2 Score0.58—Unverified
3Mimic / SurrogateR2 Score0.57—Unverified
#ModelMetricClaimedVerifiedStatus
1Neural NetworkR2 Score0.86—Unverified
2Baseline RegressionR2 Score0.59—Unverified
3Mimic / SurrogateR2 Score0.58—Unverified
#ModelMetricClaimedVerifiedStatus
1Neural NetworkR2 Score0.87—Unverified
2Baseline RegressionR2 Score0.78—Unverified
3Mimic / SurrogateR2 Score0.78—Unverified
#ModelMetricClaimedVerifiedStatus
1Neural NetworkR2 Score0.98—Unverified
2Baseline RegressionR2 Score-0.01—Unverified
3Mimic / SurrogateR2 Score-0.01—Unverified
#ModelMetricClaimedVerifiedStatus
1XGBoost-MACCSmicro-averaged RMSE0.93—Unverified
2RF-ToxPrintchemical macro-average RMSE0.85—Unverified
#ModelMetricClaimedVerifiedStatus
1Linear and Decision Tree RegressionR Squared86.84—Unverified