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regression

Papers

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Showing 6551–6600 of 9424 papers

TitleStatusHype
Feature Selection via Mutual Information: New Theoretical InsightsCode1
Stability selection enables robust learning of partial differential equations from limited noisy dataCode0
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
Copula Representations and Error Surface Projections for the Exclusive Or Problem—0
Unbiased estimators for random design regression—0
Bootstrap Model Ensemble and Rank Loss for Engagement Intensity Regression—0
IRNet: A General Purpose Deep Residual Regression Framework for Materials DiscoveryCode0
Applying a Pre-trained Language Model to Spanish Twitter Humor PredictionCode0
Estimating location parameters in entangled single-sample distributions—0
Fair Kernel Regression via Fair Feature Embedding in Kernel SpaceCode0
Consistent Regression using Data-Dependent CoveringsCode0
Financial Time Series Data Processing for Machine LearningCode1
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
Propagation of emotions, arousal and polarity in WordNet using Heterogeneous Structured Synset Embeddings—0
Single-Document Summarization Using Sentence Embeddings and K-Means Clustering—0
Unsupervised Learning of Discourse-Aware Text Representation for Essay ScoringCode0
Convolutional Neural Networks for Financial Text Regression—0
Adversarial Attention Modeling for Multi-dimensional Emotion Regression—0
Few-Shot Representation Learning for Out-Of-Vocabulary WordsCode0
Using Deep Learning to Predict Plant Growth and Yield in Greenhouse Environments—0
Time-to-Event Prediction with Neural Networks and Cox Regression—0
Spatio-thermal depth correction of RGB-D sensors based on Gaussian Processes in real-timeCode0
Efficient Regularized Piecewise-Linear Regression Trees—0
Multi-objective multi-generation Gaussian process optimizer for design optimizationCode0
Learning to Identify Patients at Risk of Uncontrolled Hypertension Using Electronic Health Records Data—0
Causal RegularizationCode0
Multiple Testing and Variable Selection along the path of the Least Angle RegressionCode0
Comparing Semi-Parametric Model Learning Algorithms for Dynamic Model Estimation in Robotics—0
Simultaneous Transformation and Rounding (STAR) Models for Integer-Valued DataCode0
Learning Policies through Quantile Regression—0
A global approach for learning sparse Ising models—0
Benign Overfitting in Linear Regression—0
Automatic Discovery of Families of Network Generative Processes—0
Keep soft robots soft -- a data-driven based trade-off between feed-forward and feedback control—0
A comparison of apartment rent price prediction using a large dataset: Kriging versus DNN—0
AMF: Aggregated Mondrian Forests for Online LearningCode0
A Deep Regression Model for Seed Identification in Prostate Brachytherapy—0
Analyzing CART—0
CORAL8: Concurrent Object Regression for Area Localization in Medical Image Panels—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