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regression

Papers

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Showing 3501–3525 of 9424 papers

TitleStatusHype
A spectral least-squares-type method for heavy-tailed corrupted regression with unknown covariance \& heterogeneous noise—0
Weak Collocation Regression method: fast reveal hidden stochastic dynamics from high-dimensional aggregate data—0
Extending the Universal Approximation Theorem for a Broad Class of Hypercomplex-Valued Neural Networks—0
How important are activation functions in regression and classification? A survey, performance comparison, and future directions—0
Rates of Convergence for Regression with the Graph Poly-Laplacian—0
Deep filter bank regression for super-resolution of anisotropic MR brain images—0
Fast geometric trim fitting using partial incremental sorting and accumulation—0
On free energy barriers in Gaussian priors and failure of cold start MCMC for high-dimensional unimodal distributions—0
Full Kullback-Leibler-Divergence Loss for Hyperparameter-free Label Distribution Learning—0
A Case Study on the Classification of Lost Circulation Events During Drilling using Machine Learning Techniques on an Imbalanced Large Dataset—0
Symplectically Integrated Symbolic Regression of Hamiltonian Dynamical Systems—0
On Kernel Regression with Data-Dependent Kernels—0
Model Selection in High-Dimensional Block-Sparse Linear Regression—0
Instrumental variable quantile regression under random right censoring—0
ARST: Auto-Regressive Surgical Transformer for Phase Recognition from Laparoscopic Videos—0
Local Optimization Often is Ill-conditioned in Genetic Programming for Symbolic Regression—0
Fair learning with Wasserstein barycenters for non-decomposable performance measures—0
HHUplexity at Text Complexity DE Challenge 2022—0
Text Complexity DE Challenge 2022 Submission Description: Pairwise Regression for Complexity Prediction—0
Everybody likes short sentences - A Data Analysis for the Text Complexity DE Challenge 2022—0
Tackling Data Drift with Adversarial Validation: An Application for German Text Complexity Estimation—0
A risk measurement approach from risk-averse stochastic optimization of score functions—0
Incremental Learning in Diagonal Linear Networks—0
What does machine learning say about the drivers of inflation?—0
Attention-based Interpretable Regression of Gene Expression in HistologyCode0
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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