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regression

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Showing 6601–6650 of 9424 papers

TitleStatusHype
Reservoir Computing Models for Patient-Adaptable ECG Monitoring in Wearable Devices—0
Bayesian Inference Gaussian Process Multiproxy Alignment of Continuous Signals (BIGMACS): Applications for PaleoceanographyCode0
Direct Quantification for Coronary Artery Stenosis Using Multiview Learning—0
Fair quantile regression—0
Kernel Mode Decomposition and programmable/interpretable regression networksCode0
Least Angle Regression in Tangent Space and LASSO for Generalized Linear Models—0
Stability selection enables robust learning of partial differential equations from limited noisy dataCode0
Output-weighted optimal sampling for Bayesian regression and rare event statistics using few samples—0
SubTSBR to tackle high noise and outliers for data-driven discovery of differential equations—0
Subspace Inference for Bayesian Deep LearningCode0
Performance Assessment of Kron Reduction in the Numerical Analysis of Polyphase Power Systems—0
Fast, Provably convergent IRLS Algorithm for p-norm Linear RegressionCode0
A Two-Stage Approach to Multivariate Linear Regression with Sparsely Mismatched Data—0
Medical Concept Representation Learning from Claims Data and Application to Health Plan Payment Risk Adjustment—0
Estimation and Feature Selection in Mixtures of Generalized Linear Experts ModelsCode0
Fast Haar Transforms for Graph Neural Networks—0
Hybrid system identification using switching density networksCode0
Iteratively Reweighted _1-Penalized Robust RegressionCode0
PathRank: A Multi-Task Learning Framework to Rank Paths in Spatial Networks—0
Bootstrap Model Ensemble and Rank Loss for Engagement Intensity Regression—0
Unbiased estimators for random design regression—0
Copula Representations and Error Surface Projections for the Exclusive Or Problem—0
IRNet: A General Purpose Deep Residual Regression Framework for Materials DiscoveryCode0
Estimating location parameters in entangled single-sample distributions—0
Applying a Pre-trained Language Model to Spanish Twitter Humor PredictionCode0
Fair Kernel Regression via Fair Feature Embedding in Kernel SpaceCode0
Consistent Regression using Data-Dependent CoveringsCode0
Globally Convergent Newton Methods for Ill-conditioned Generalized Self-concordant LossesCode0
Neural Network Architecture Search with Differentiable Cartesian Genetic Programming for Regression—0
Adaptive Pricing in Insurance: Generalized Linear Models and Gaussian Process Regression Approaches—0
An innovative adaptive kriging approach for efficient binary classification of mechanical problemsCode0
Adversarial Attention Modeling for Multi-dimensional Emotion Regression—0
Unsupervised Learning of Discourse-Aware Text Representation for Essay ScoringCode0
Propagation of emotions, arousal and polarity in WordNet using Heterogeneous Structured Synset Embeddings—0
Spatio-thermal depth correction of RGB-D sensors based on Gaussian Processes in real-timeCode0
Using Deep Learning to Predict Plant Growth and Yield in Greenhouse Environments—0
Convolutional Neural Networks for Financial Text Regression—0
Few-Shot Representation Learning for Out-Of-Vocabulary WordsCode0
Time-to-Event Prediction with Neural Networks and Cox Regression—0
Single-Document Summarization Using Sentence Embeddings and K-Means Clustering—0
Multi-objective multi-generation Gaussian process optimizer for design optimizationCode0
Efficient Regularized Piecewise-Linear Regression Trees—0
Causal RegularizationCode0
Multiple Testing and Variable Selection along the path of the Least Angle RegressionCode0
Learning to Identify Patients at Risk of Uncontrolled Hypertension Using Electronic Health Records Data—0
Learning Policies through Quantile Regression—0
Simultaneous Transformation and Rounding (STAR) Models for Integer-Valued DataCode0
Comparing Semi-Parametric Model Learning Algorithms for Dynamic Model Estimation in Robotics—0
Benign Overfitting in Linear Regression—0
Automatic Discovery of Families of Network Generative Processes—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