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regression

Papers

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Showing 3001–3050 of 9424 papers

TitleStatusHype
Majority Vote for Distributed Differentially Private Sign Selection—0
Non-Gaussian Process Regression—0
Bayesian learning of feature spaces for multitasks problems—0
Parallel and Streaming Wavelet Neural Networks for Classification and Regression under Apache Spark—0
Data-Driven Target Localization Using Adaptive Radar Processing and Convolutional Neural Networks—0
A spectral least-squares-type method for heavy-tailed corrupted regression with unknown covariance \& heterogeneous noise—0
Rates of Convergence for Regression with the Graph Poly-Laplacian—0
How important are activation functions in regression and classification? A survey, performance comparison, and future directions—0
Fast Adaptive Regression-based Model Predictive ControlCode1
Deep filter bank regression for super-resolution of anisotropic MR brain images—0
Extending the Universal Approximation Theorem for a Broad Class of Hypercomplex-Valued Neural Networks—0
Weak Collocation Regression method: fast reveal hidden stochastic dynamics from high-dimensional aggregate data—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
Fast geometric trim fitting using partial incremental sorting and accumulation—0
Symplectically Integrated Symbolic Regression of Hamiltonian Dynamical Systems—0
A Case Study on the Classification of Lost Circulation Events During Drilling using Machine Learning Techniques on an Imbalanced Large Dataset—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
Tackling Data Drift with Adversarial Validation: An Application for German Text Complexity Estimation—0
Text Complexity DE Challenge 2022 Submission Description: Pairwise Regression for Complexity Prediction—0
HHUplexity at Text Complexity DE Challenge 2022—0
Everybody likes short sentences - A Data Analysis for the Text Complexity DE Challenge 2022—0
Fair learning with Wasserstein barycenters for non-decomposable performance measures—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
Reducing Certified Regression to Certified Classification for General Poisoning AttacksCode0
Attention-based Interpretable Regression of Gene Expression in HistologyCode0
Accurate and Robust Lesion RECIST Diameter Prediction and Segmentation with Transformers—0
Interpretable (not just posthoc-explainable) medical claims modeling for discharge placement to prevent avoidable all-cause readmissions or death—0
Second-Order Global Attention Networks for Graph Classification and RegressionCode0
Seg4Reg+: Consistency Learning between Spine Segmentation and Cobb Angle Regression—0
Coefficient-based Regularized Distribution Regression—0
Efficient Truncated Linear Regression with Unknown Noise VarianceCode0
Metric Effects based on Fluctuations in values of k in Nearest Neighbor Regressor—0
Outlier Robust and Sparse Estimation of Linear Regression Coefficients—0
Naive Penalized Spline Estimators of Derivatives Achieve Optimal Rates of Convergence—0
A flexible empirical Bayes approach to multiple linear regression and connections with penalized regressionCode1
Strategic Decision-Making in the Presence of Information Asymmetry: Provably Efficient RL with Algorithmic Instruments—0
Beyond linear regression: mapping models in cognitive neuroscience should align with research goals—0
Learning Instrumental Variable from Data Fusion for Treatment Effect EstimationCode0
pystacked: Stacking generalization and machine learning in StataCode1
Scalable Hybrid Classification-Regression Solution for High-Frequency Nonintrusive Load Monitoring—0
Estimation Contracts for Outlier-Robust Geometric PerceptionCode1
Targeted Advertising on Social Networks Using Online Variational Tensor Regression—0
A Meta-Analysis of Solar Forecasting Based on Skill Score—0
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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