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regression

Papers

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Showing 3851–3900 of 9424 papers

TitleStatusHype
Neural Tangent Kernel of Matrix Product States: Convergence and Applications—0
Resource-Aware Asynchronous Online Federated Learning for Nonlinear Regression—0
Factor-augmented tree ensemblesCode0
A dual semismooth Newton based augmented Lagrangian method for large-scale linearly constrained sparse group square-root Lasso problems—0
Robust Permutation Tests in Linear Instrumental Variables Regression—0
Neural Fields as Learnable Kernels for 3D Reconstruction—0
GMFlow: Learning Optical Flow via Global MatchingCode2
Network regression and supervised centrality estimation—0
Effectiveness of Detection-based and Regression-based Approaches for Estimating Mask-Wearing Ratio—0
Differentially Private Nonparametric Regression Under a Growth Condition—0
State-space deep Gaussian processes with applicationsCode1
Causal Analysis and Prediction of Human Mobility in the U.S. during the COVID-19 Pandemic—0
Robust Time-Varying Parameters Estimation Based on I-DREM Procedure—0
MARS via LASSOCode0
Uncertainty estimation under model misspecification in neural network regressionCode0
Linearised Laplace Inference in Networks with Normalisation Layers and the Neural g-Prior—0
Dynamic Regret for Strongly Adaptive Methods and Optimality of Online KRR—0
Learning PSD-valued functions using kernel sums-of-squaresCode0
Auto-Encoding Score Distribution Regression for Action Quality AssessmentCode1
Optimized Inference in Regression Kink Designs—0
A Data-Driven Line Search Rule for Support Recovery in High-dimensional Data Analysis—0
Deep Reinforced Attention Regression for Partial Sketch Based Image RetrievalCode0
COVID-19 Detection through Deep Feature Extraction—0
An Evolutionary Forest for RegressionCode1
SPDE-Net: Neural Network based prediction of stabilization parameter for SUPG technique—0
Pricing Bermudan options using regression trees/random forests—0
Posterior concentration and fast convergence rates for generalized Bayesian learning—0
Probabilistic Regression with Huber DistributionsCode0
Positional Encoder Graph Neural Networks for Geographic DataCode1
Learning in High-Dimensional Feature Spaces Using ANOVA-Based Fast Matrix-Vector MultiplicationCode0
Large-scale Building Height Retrieval from Single SAR Imagery based on Bounding Box Regression Networks—0
Quantum-Assisted Support Vector Regression—0
Jump Interval-Learning for Individualized Decision Making—0
Fast Rates for Nonparametric Online Learning: From Realizability to Learning in Games—0
Tiny Obstacle Discovery by Occlusion-Aware Multilayer RegressionCode0
Deep Neural Networks for Rank-Consistent Ordinal Regression Based On Conditional ProbabilitiesCode3
Exploring Topic-Metadata Relationships with the STM: A Bayesian Approach—0
Automode: Choosing the Best Machine Translation Supplier Based on Source Text—0
Synonyms, Antonyms and Beyond—0
Identifying the Factors that Influence Urban Public Transit Demand—0
Point detection through multi-instance deep heatmap regression for sutures in endoscopyCode0
Covariate Shift in High-Dimensional Random Feature Regression—0
Dynamic Network Quantile Regression ModelCode0
Two-dimensional Deep Regression for Early Yield Prediction of Winter Wheat—0
Conditional Linear Regression for Heterogeneous Covariances—0
Synthetic sampling from small datasets: A modified mega-trend diffusion approach using k-nearest neighborsCode0
Minimax Optimal Regression over Sobolev Spaces via Laplacian Eigenmaps on Neighborhood Graphs—0
Full-attention based Neural Architecture Search using Context Auto-regression—0
PySINDy: A comprehensive Python package for robust sparse system identificationCode2
Distributed Sparse Regression via Penalization—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