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regression

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Showing 3501–3550 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
How important are activation functions in regression and classification? A survey, performance comparison, and future directions—0
Extending the Universal Approximation Theorem for a Broad Class of Hypercomplex-Valued Neural Networks—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
On Kernel Regression with Data-Dependent Kernels—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
Instrumental variable quantile regression under random right censoring—0
Model Selection in High-Dimensional Block-Sparse Linear Regression—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
HHUplexity at Text Complexity DE Challenge 2022—0
Text Complexity DE Challenge 2022 Submission Description: Pairwise Regression for Complexity Prediction—0
Fair learning with Wasserstein barycenters for non-decomposable performance measures—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
What does machine learning say about the drivers of inflation?—0
Incremental Learning in Diagonal Linear Networks—0
Reducing Certified Regression to Certified Classification for General Poisoning AttacksCode0
Attention-based Interpretable Regression of Gene Expression in HistologyCode0
Interpretable (not just posthoc-explainable) medical claims modeling for discharge placement to prevent avoidable all-cause readmissions or death—0
Accurate and Robust Lesion RECIST Diameter Prediction and Segmentation with Transformers—0
Second-Order Global Attention Networks for Graph Classification and RegressionCode0
Coefficient-based Regularized Distribution Regression—0
Seg4Reg+: Consistency Learning between Spine Segmentation and Cobb Angle Regression—0
Efficient Truncated Linear Regression with Unknown Noise VarianceCode0
Outlier Robust and Sparse Estimation of Linear Regression Coefficients—0
Metric Effects based on Fluctuations in values of k in Nearest Neighbor Regressor—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
Naive Penalized Spline Estimators of Derivatives Achieve Optimal Rates of Convergence—0
Strategic Decision-Making in the Presence of Information Asymmetry: Provably Efficient RL with Algorithmic Instruments—0
Targeted Advertising on Social Networks Using Online Variational Tensor Regression—0
Scale invariant process regression: Towards Bayesian ML with minimal assumptions—0
Scalable Hybrid Classification-Regression Solution for High-Frequency Nonintrusive Load Monitoring—0
A Meta-Analysis of Solar Forecasting Based on Skill Score—0
Multiple Descent in the Multiple Random Feature Model—0
On regression analysis with Padé approximants—0
DiscrimLoss: A Universal Loss for Hard Samples and Incorrect Samples Discrimination—0
An ensemble meta-estimator to predict source code testabilityCode0
Game-Theoretic Algorithms for Conditional Moment Matching—0
A Novel Plug-and-Play Approach for Adversarially Robust Generalization—0
Carefully choose the baseline: Lessons learned from applying XAI attribution methods for regression tasks in geoscience—0
Sparse Optimization for Unsupervised Extractive Summarization of Long Documents with the Frank-Wolfe Algorithm—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