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regression

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Showing 2151–2200 of 9424 papers

TitleStatusHype
Hypothesis Testing for Class-Conditional Noise Using Local Maximum Likelihood—0
Celestial Machine Learning: From Data to Mars and Beyond with AI FeynmanCode0
Reliable Prediction Intervals with Regression Neural Networks—0
Prediction of rare events in the operation of household equipment using co-evolving time series—0
Symbolic Regression of Dynamic Network Models—0
Asset Ownership Identification: Using machine learning to predict enterprise asset ownership—0
Deep Learning-Based Cyber-Attack Detection Model for Smart Grids—0
Modeling Epidemic Spread: A Gaussian Process Regression ApproachCode0
Measurement-based/Model-less Estimation of Voltage Sensitivity Coefficients by Feedforward and LSTM Neural Networks in Power Distribution Grids—0
Gaussian Process Regression under Computational and Epistemic Misspecification—0
Levenshtein Distance Embedding with Poisson Regression for DNA Storage—0
Deep learning-based estimation of time-dependent parameters in Markov models with application to nonlinear regression and SDEsCode0
Meta-learning to Calibrate Gaussian Processes with Deep Kernels for Regression Uncertainty Estimation—0
Wiener Chaos in Kernel Regression: Towards Untangling Aleatoric and Epistemic Uncertainty—0
Contextual Bandits with Online Neural Regression—0
Towards Optimal Sobolev Norm Rates for the Vector-Valued Regularized Least-Squares Algorithm—0
A Conditioned Unsupervised Regression Framework Attuned to the Dynamic Nature of Data StreamsCode0
Edge Wasserstein Distance Loss for Oriented Object Detection—0
KF-PLS: Optimizing Kernel Partial Least-Squares (K-PLS) with Kernel Flows—0
ManiPose: Manifold-Constrained Multi-Hypothesis 3D Human Pose EstimationCode0
PSCR: Patches Sampling-based Contrastive Regression for AIGC Image Quality AssessmentCode0
Adaptive Parameter Selection for Kernel Ridge Regression—0
Multi-source domain adaptation for regression—0
Optimal Unbiased Randomizers for Regression with Label Differential Privacy—0
Decoding Mean Field Games from Population and Environment Observations By Gaussian Processes—0
Estimation Sample Complexity of a Class of Nonlinear Continuous-time Systems—0
Membership Inference Attacks on Diffusion Models via Quantile Regression—0
Enhancing Polynomial Chaos Expansion Based Surrogate Modeling using a Novel Probabilistic Transfer Learning Strategy—0
Horizon-Free and Instance-Dependent Regret Bounds for Reinforcement Learning with General Function Approximation—0
Predicting the Transportation Activities of Construction Waste Hauling Trucks: An Input-Output Hidden Markov Approach—0
GDN: A Stacking Network Used for Skin Cancer DiagnosisCode0
Privacy-Aware Data Acquisition under Data Similarity in Regression Markets—0
LSTSVR-PI: Least square twin support vector regression with privileged information—0
Near-Optimal Algorithms for Gaussians with Huber Contamination: Mean Estimation and Linear Regression—0
Distributed Continual Learning with CoCoA in High-dimensional Linear Regression—0
Wild-Tab: A Benchmark For Out-Of-Distribution Generalization In Tabular Regression—0
Coefficient Shape Alignment in Multiple Functional Linear Regression—0
Toward Automated Quantum Variational Machine Learning—0
Kunyu: A High-Performing Global Weather Model Beyond Regression Losses—0
Bayesian Nonlinear Regression using Sums of Simple Functions—0
Innovations in Agricultural Forecasting: A Multivariate Regression Study on Global Crop Yield Prediction—0
Relation between PLS and OLS regression in terms of the eigenvalue distribution of the regressor covariance matrix—0
A generalisation of the method of regression calibration and comparison with Bayesian and frequentist model averaging methods—0
Deep Ensembles Meets Quantile Regression: Uncertainty-aware Imputation for Time Series—0
Inference on many jumps in nonparametric panel regression models—0
Automatic Scoring of Students' Science Writing Using Hybrid Neural Network—0
Simple Transferability Estimation for Regression TasksCode0
Investigation on data fusion of sun-induced chlorophyll fluorescence and reflectance for photosynthetic capacity of rice—0
Target-agnostic Source-free Domain Adaptation for Regression Tasks—0
EEG-Based Reaction Time Prediction with Fuzzy Common Spatial Patterns and Phase Cohesion using Deep Autoencoder Based Data Fusion—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