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regression

Papers

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Showing 901–950 of 9424 papers

TitleStatusHype
Certified Continual Learning for Neural Network Regression—0
Conditional Rank-Rank Regression—0
A Color Image Analysis Tool to Help Users Choose a Makeup Foundation Color—0
Aortic root landmark localization with optimal transport loss for heatmap regressionCode0
Using LLMs to label medical papers according to the CIViC evidence modelCode0
Better by Default: Strong Pre-Tuned MLPs and Boosted Trees on Tabular DataCode3
Understanding the Gains from Repeated Self-Distillation—0
Discovering symbolic expressions with parallelized tree searchCode2
Network-based Neighborhood regression—0
Category-Aware Dynamic Label Assignment with High-Quality Oriented Proposal—0
SegVG: Transferring Object Bounding Box to Segmentation for Visual GroundingCode2
Distributional Regression U-Nets for the Postprocessing of Precipitation Ensemble ForecastsCode0
Joint State and Parameter Estimation Using the Partial Errors-in-Variables Principle—0
RegMix: Data Mixture as Regression for Language Model Pre-trainingCode2
Hyperparameter Optimization for Randomized Algorithms: A Case Study on Random FeaturesCode2
A Unified Approach to Extract Interpretable Rules from Tree Ensembles via Integer Programming—0
Model-based Offline Reinforcement Learning with Lower Expectile Q-Learning—0
Combinations of distributional regression algorithms with application in uncertainty estimation of corrected satellite precipitation products—0
The Computational Curse of Big Data for Bayesian Additive Regression Trees: A Hitting Time AnalysisCode0
Sparse Regression for Machine Translation—0
Advancing Cross-domain Discriminability in Continual Learning of Vision-Language ModelsCode1
Single Image Estimation of Cell Migration Direction by Deep Circular Regression—0
Online Distributional RegressionCode1
Sparse deep neural networks for nonparametric estimation in high-dimensional sparse regression—0
Unbiased least squares regression via averaged stochastic gradient descent—0
KAGNNs: Kolmogorov-Arnold Networks meet Graph LearningCode2
EmT: A Novel Transformer for Generalized Cross-subject EEG Emotion RecognitionCode2
Optimal spanning tree reconstruction in symbolic regression—0
Univariate Skeleton Prediction in Multivariate Systems Using TransformersCode0
Variance Reduction for the Independent Metropolis Sampler—0
Image-Guided Outdoor LiDAR Perception Quality Assessment for Autonomous Driving—0
Reinforced Knowledge Distillation for Time Series RegressionCode0
Identification and Estimation of Causal Effects in High-Frequency Event Studies—0
Combining Neural Networks and Symbolic Regression for Analytical Lyapunov Function DiscoveryCode1
Difference-in-Differences when Parallel Trends Holds Conditional on CovariatesCode1
DN-CL: Deep Symbolic Regression against Noise via Contrastive Learning—0
Pathological Regularization Regimes in Classification TasksCode0
Estimating Time-Varying Parameters of Various Smoothness in Linear Models via Kernel Regression—0
Semi-supervised Regression Analysis with Model Misspecification and High-dimensional Data—0
Classifying Dry Eye Disease Patients from Healthy Controls Using Machine Learning and Metabolomics Data—0
Ensembles of Probabilistic Regression TreesCode0
Movement-Prediction-Adjusted Naïve Forecast—0
Bayesian Circular Regression with von Mises Quasi-Processes—0
High-probability minimax lower bounds—0
On the Consistency of Fairness Measurement Methods for Regression Tasks—0
An Optimal Transport Approach for Network Regression—0
Adaptive Collaborative Correlation Learning-based Semi-Supervised Multi-Label Feature Selection—0
Predicting the energetic proton flux with a machine learning regression algorithm—0
MSBoost: Using Model Selection with Multiple Base Estimators for Gradient BoostingCode0
Entropic Regression DMD (ERDMD) Discovers Informative Sparse and Nonuniformly Time Delayed Models—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