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regression

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Showing 3351–3400 of 9424 papers

TitleStatusHype
Fast Approximate L_infty Minimization: Speeding Up Robust Regression—0
Classification Betters Regression in Query-based Multi-document Summarisation Techniques for Question Answering: Macquarie University at BioASQ7b—0
Fast approximative estimation of conditional Shapley values when using a linear regression model or a polynomial regression model—0
Fast Bayesian Feature Selection for High Dimensional Linear Regression in Genomics via the Ising Approximation—0
Fast Bayesian Inference for Non-Conjugate Gaussian Process Regression—0
Deep learning at scale for subgrid modeling in turbulent flows—0
Deep learning architectures for inference of AC-OPF solutions—0
FastCAR: Fast Classification And Regression Multi-Task Learning via Task Consolidation for Modelling a Continuous Property Variable of Object Classes—0
Fast Classification Rates for High-dimensional Gaussian Generative Models—0
Fast Computation of Leave-One-Out Cross-Validation for k-NN Regression—0
Augmented Regression Models using Neurochaos Learning—0
Fast cross-validation for multi-penalty ridge regression—0
Adaptively Weighted Averaging Over-the-Air Computation and Its Application to Distributed Gaussian Process Regression—0
Fast, Dense Feature SDM on an iPhone—0
Fast Distribution To Real Regression—0
Fast DPP Sampling for Nyström with Application to Kernel Methods—0
Financial Aspect and Sentiment Predictions with Deep Neural Networks: An Ensemble Approach—0
Faster Algorithms for Learning Convex Functions—0
ANTLER: Bayesian Nonlinear Tensor Learning and Modeler for Unstructured, Varying-Size Point Cloud Data—0
HAMBox: Delving into Online High-quality Anchors Mining for Detecting Outer Faces—0
Faster Kernel Interpolation for Gaussian Processes—0
Classification with unknown class-conditional label noise on non-compact feature spaces—0
Faster Low-Rank Approximation and Kernel Ridge Regression via the Block-Nyström Method—0
Faster Principal Component Regression and Stable Matrix Chebyshev Approximation—0
Augmented balancing weights as linear regression—0
Classifier Calibration with ROC-Regularized Isotonic Regression—0
Classify Images with Conceptor Network—0
Fast Function to Function Regression—0
Classifying Dry Eye Disease Patients from Healthy Controls Using Machine Learning and Metabolomics Data—0
Fast Gaussian Process Regression for Big Data—0
Fast Generalized Matrix Regression with Applications in Machine Learning—0
Fast geometric trim fitting using partial incremental sorting and accumulation—0
Fast global convergence rates of gradient methods for high-dimensional statistical recovery—0
Fast gradient descent for drifting least squares regression, with application to bandits—0
Fast Graph Neural Tangent Kernel via Kronecker Sketching—0
Fast Image Super-Resolution Based on In-Place Example Regression—0
Deep Learning applied to Road Traffic Speed forecasting—0
Fast Inference for Quantile Regression with Tens of Millions of Observations—0
Adaptive Locality Preserving Regression—0
fastkqr: A Fast Algorithm for Kernel Quantile Regression—0
Auditory Attention Decoding from EEG using Convolutional Recurrent Neural Network—0
Fast Learning of Graph Neural Networks with Guaranteed Generalizability: One-hidden-layer Case—0
Alternating Minimization for Regression Problems with Vector-valued Outputs—0
Fast Linear Model Trees by PILOT—0
Clickbait detection using word embeddings—0
Fast low-rank estimation by projected gradient descent: General statistical and algorithmic guarantees—0
Fast Low-Rank Tensor Decomposition by Ridge Leverage Score Sampling—0
Fast methods for training Gaussian processes on large data sets—0
A parametric algorithm is optimal for non-parametric regression of smooth functions—0
A Characterization of List Regression—0
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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