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regression

Papers

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Showing 8351–8400 of 9424 papers

TitleStatusHype
Constructing Parsimonious Analytic Models for Dynamic Systems via Symbolic RegressionCode0
The Reciprocal Bayesian LASSOCode0
DR^2Track: Towards Real-Time Visual Tracking for UAV via Distractor Repressed Dynamic RegressionCode0
Scalable Approximate Algorithms for Optimal Transport Linear ModelsCode0
Jensen-Shannon Divergence Based Novel Loss Functions for Bayesian Neural NetworksCode0
Functional Linear Regression of Cumulative Distribution FunctionsCode0
The Regression Discontinuity DesignCode0
Functional Output Regression with Infimal Convolution: Exploring the Huber and ε-insensitive LossesCode0
Logistic Regression Through the Veil of Imprecise DataCode0
Quantitative Error Prediction of Medical Image Registration using Regression ForestsCode0
A New Look at an Old Problem: A Universal Learning Approach to Linear RegressionCode0
Logistics, Graphs, and Transformers: Towards improving Travel Time EstimationCode0
Logistic Variational Bayes RevisitedCode0
Symbolic Regression in Materials Science: Discovering Interatomic Potentials from DataCode0
Log-Linear-Time Gaussian Processes Using Binary Tree KernelsCode0
Continuous Weight BalancingCode0
BAST: Bayesian Additive Regression Spanning Trees for Complex Constrained DomainCode0
The Regression Tsetlin Machine: A Tsetlin Machine for Continuous Output ProblemsCode0
The Relationship Between Head Injury and Alzheimer's Disease: A Causal Analysis with Bayesian NetworksCode0
Long-term Data Sharing under Exclusivity AttacksCode0
Adaptive piecewise polynomial estimation via trend filteringCode0
Fusion of hyperspectral and ground penetrating radar to estimate soil moistureCode0
Continuous Representation of Location for Geolocation and Lexical Dialectology using Mixture Density NetworksCode0
Quantum-Assisted Hilbert-Space Gaussian Process RegressionCode0
Fuzzy Bayesian LearningCode0
Scalable Gaussian-process regression and variable selection using Vecchia approximationsCode0
Loss in Translation: Learning Bilingual Word Mapping with a Retrieval CriterionCode0
Unsupervised Learning of Discourse-Aware Text Representation for Essay ScoringCode0
Spatially and Robustly Hybrid Mixture Regression Model for Inference of Spatial DependenceCode0
Spatially Supervised Recurrent Convolutional Neural Networks for Visual Object TrackingCode0
On the Computational Complexity of Private High-dimensional Model SelectionCode0
TransFusion: Covariate-Shift Robust Transfer Learning for High-Dimensional RegressionCode0
Gap Safe screening rules for sparsity enforcing penaltiesCode0
Symbolic regression outperforms other models for small data setsCode0
DP-UTIL: Comprehensive Utility Analysis of Differential Privacy in Machine LearningCode0
Scalable Marginal Likelihood Estimation for Model Selection in Deep LearningCode0
Gaussian Gated Linear NetworksCode0
Adversarial Regression. Generative Adversarial Networks for Non-Linear Regression: Theory and AssessmentCode0
Symbolic Regression via Control Variable Genetic ProgrammingCode0
BART: Bayesian additive regression treesCode0
Low-Rank Approximation of Structural Redundancy for Self-Supervised LearningCode0
Air Quality Forecasting Using Machine Learning: A Global perspective with Relevance to Low-Resource SettingsCode0
QUBO Formulations for Training Machine Learning ModelsCode0
On the design-dependent suboptimality of the LassoCode0
On The Differences Between Song and Speech Emotion Recognition: Effect of Feature Sets, Feature Types, and ClassifiersCode0
On the Discovery of Feature Importance Distribution: An Overlooked AreaCode0
Scalable Nonparametric Sampling from Multimodal Posteriors with the Posterior BootstrapCode0
A Seq2Seq approach to Symbolic RegressionCode0
Query-decision Regression between Shortest Path and Minimum Steiner TreeCode0
On the effect of age perception biases for real age regressionCode0
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All datasetsCalifornia Housing PricesConcrete Compressive StrengthMedical Cost Personal DatasetSynthetic: y = x * sin xADORECar_Price_Prediction

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