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regression

Papers

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Showing 8101–8150 of 9424 papers

TitleStatusHype
Fast Fair Regression via Efficient Approximations of Mutual InformationCode0
fastFM: A Library for Factorization MachinesCode0
YoungSheldon at SemEval-2021 Task 7: Fine-tuning Is All You NeedCode0
Fast Gaussian Process Based Gradient Matching for Parameter Identification in Systems of Nonlinear ODEsCode0
Learning Ultrametric Trees for Optimal Transport RegressionCode0
ANIMC: A Soft Framework for Auto-weighted Noisy and Incomplete Multi-view ClusteringCode0
Learning vs Retrieval: The Role of In-Context Examples in Regression with LLMsCode0
Sparse Interpretable Deep Learning with LIES Networks for Symbolic RegressionCode0
Sparse Kronecker Product Decomposition: A General Framework of Signal Region Detection in Image RegressionCode0
A Spectral Theory of Neural Prediction and AlignmentCode0
Learning with Sets in Multiple Instance Regression Applied to Remote SensingCode0
FastImpute: A Baseline for Open-source, Reference-Free Genotype Imputation Methods -- A Case Study in PRS313Code0
The Mondrian Process for Machine LearningCode0
Fast Instrument Learning with Faster RatesCode0
The neighborhood lattice for encoding partial correlations in a Hilbert spaceCode0
Least Squares Approximation for a Distributed SystemCode0
On Breast Cancer Detection: An Application of Machine Learning Algorithms on the Wisconsin Diagnostic DatasetCode0
Efficient expectation propagation for posterior approximation in high-dimensional probit modelsCode0
Robust Risk Minimization for Statistical LearningCode0
Fast local linear regression with anchor regularizationCode0
Probing In-Context Learning: Impact of Task Complexity and Model Architecture on Generalization and EfficiencyCode0
Active Sampling for Min-Max FairnessCode0
Probing Pretrained Models of Source CodeCode0
Fast Mixing of Data Augmentation Algorithms: Bayesian Probit, Logit, and Lasso RegressionCode0
Efficient Estimation and Evaluation of Prediction Rules in Semi-Supervised Settings under Stratified SamplingCode0
Support vector machines and linear regression coincide with very high-dimensional featuresCode0
Efficient energy consumption prediction model for a data analytic-enabled industry building in a smart cityCode0
On Coresets For Regularized RegressionCode0
Weighted asymmetric least squares regression with fixed-effectsCode0
Fast OSCAR and OWL Regression via Safe Screening RulesCode0
Covariance regression with random forestsCode0
Transfer learning for music classification and regression tasksCode0
Transfer Learning for Node Regression Applied to Spreading PredictionCode0
Leverage, Influence, and the Jackknife in Clustered Regression Models: Reliable Inference Using summclustCode0
Fast, Provable Algorithms for Isotonic Regression in all _p-normsCode0
Fast, Provable Algorithms for Isotonic Regression in all L_p-normsCode0
Fast, Provably convergent IRLS Algorithm for p-norm Linear RegressionCode0
Sparse Logistic Regression Learns All Discrete Pairwise Graphical ModelsCode0
One Class Splitting Criteria for Random ForestsCode0
Leveraging AM and FM Rhythm Spectrograms for Dementia Classification and AssessmentCode0
On Efficient Estimation of Distributional Treatment Effects under Covariate-Adaptive RandomizationCode0
An FEA surrogate model with Boundary Oriented Graph Embedding approachCode0
Progressive Contour Regression for Arbitrary-Shape Scene Text DetectionCode0
Fast Screening Rules for Optimal Design via Quadratic Lasso ReformulationCode0
Leveraging Group Classification with Descending Soft Labeling for Deep Imbalanced RegressionCode0
Minimax Optimal Algorithms with Fixed-k-Nearest NeighborsCode0
Countdown Regression: Sharp and Calibrated Survival PredictionsCode0
Leveraging Locality and Robustness to Achieve Massively Scalable Gaussian Process RegressionCode0
Sparse Methods for Automatic Relevance DeterminationCode0
Count-ception: Counting by Fully Convolutional Redundant CountingCode0
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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