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regression

Papers

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Showing 2151–2200 of 9424 papers

TitleStatusHype
Demystifying Spectral Feature Learning for Instrumental Variable Regression—0
Deep Mixture of Linear Inverse Regressions Applied to Head-Pose Estimation—0
Deep Multi-Structural Shape Analysis: Application to Neuroanatomy—0
Deep Neural Network Pruning for Nuclei Instance Segmentation in Hematoxylin & Eosin-Stained Histological Images—0
Deep Ordinal Regression using Optimal Transport Loss and Unimodal Output Probabilities—0
DeepSkeleton: Skeleton Map for 3D Human Pose Regression—0
A benchmark dataset for machine learning in ecotoxicology—0
Analysis of cause-effect inference by comparing regression errors—0
Deep Learning Regression of VLSI Plasma Etch Metrology—0
Bayesian Analysis for miRNA and mRNA Interactions Using Expression Data—0
A Comparative Study of Machine Learning Models for Tabular Data Through Challenge of Monitoring Parkinson's Disease Progression Using Voice Recordings—0
Deep Learning versus Classical Regression for Brain Tumor Patient Survival Prediction—0
Analysis of Biomass Sustainability Indicators from a Machine Learning Perspective—0
Deep Learning Models to Predict Pediatric Asthma Emergency Department Visits—0
Analysis and Mortality Prediction using Multiclass Classification for Older Adults with Type 2 Diabetes—0
Bayesian Active Learning for Discrete Latent Variable Models—0
CUQDS: Conformal Uncertainty Quantification under Distribution Shift for Trajectory Prediction—0
Deep Learning of Local RGB-D Patches for 3D Object Detection and 6D Pose Estimation—0
Deep-Learning vs Regression: Prediction of Tourism Flow with Limited Data—0
Bayesian Active Learning for Censored Regression—0
Analysis and Design of Quadratic Neural Networks for Regression, Classification, and Lyapunov Control of Dynamical Systems—0
Deep Learning Framework for Multi-class Breast Cancer Histology Image Classification—0
Adaptive Transfer Learning for Plant Phenotyping—0
Batch List-Decodable Linear Regression via Higher Moments—0
A Comparative Study of Hyperparameter Tuning Methods—0
Deep learning from strongly mixing observations: Sparse-penalized regularization and minimax optimality—0
Batch Inverse-Variance Weighting: Deep Heteroscedastic Regression—0
Batch Inverse-Variance Weighting: Deep Heteroscedastic Regression using Privileged Information—0
Analysing Symbolic Regression Benchmarks under a Meta-Learning Approach—0
Batches Stabilize the Minimum Norm Risk in High Dimensional Overparameterized Linear Regression—0
Analysing Rhetorical Structure as a Key Feature of Summary Coherence—0
Adaptive Testing for Connected and Automated Vehicles with Sparse Control Variates in Overtaking Scenarios—0
Improved Scaling Laws in Linear Regression via Data Reuse—0
Deep Learning meets Nonparametric Regression: Are Weight-Decayed DNNs Locally Adaptive?—0
Deep Limit Model-free Prediction in Regression—0
Baseline English and Maltese-English Classification Models for Subjectivity Detection, Sentiment Analysis, Emotion Analysis, Sarcasm Detection, and Irony Detection—0
BARTSIMP: flexible spatial covariate modeling and prediction using Bayesian additive regression trees—0
Analysing Multi-Task Regression via Random Matrix Theory with Application to Time Series Forecasting—0
bartMachine: Machine Learning with Bayesian Additive Regression Trees—0
An Alternative Graphical Lasso Algorithm for Precision Matrices—0
Adaptive Testing Environment Generation for Connected and Automated Vehicles with Dense Reinforcement Learning—0
A Benchmark Dataset for Graph Regression with Homogeneous and Multi-Relational Variants—0
BART-based inference for Poisson processes—0
Adaptive Stress Testing for Adversarial Learning in a Financial Environment—0
Barely Biased Learning for Gaussian Process Regression—0
BAPGAN: GAN-based Bone Age Progression of Femur and Phalange X-ray Images—0
An algebraic-geometric approach for linear regression without correspondences—0
A Comparative Study of Gastric Histopathology Sub-size Image Classification: from Linear Regression to Visual Transformer—0
Bank Card Usage Prediction Exploiting Geolocation Information—0
Bandwidth Selection for Treatment Choice with Binary Outcomes—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