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regression

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Showing 4901–4950 of 9424 papers

TitleStatusHype
Semi-supervised regression with skewed data via adversarially forcing the distribution of predicted values—0
Knowledge distillation via softmax regression representation learning—0
Predictive Uncertainty in Deep Object Detectors: Estimation and Evaluation—0
Deep Repulsive Clustering of Ordered Data Based on Order-Identity Decomposition—0
Learning What Not to Model: Gaussian Process Regression with Negative Constraints—0
Differentiable Programming for Piecewise Polynomial Functions—0
Normalizing Flows for Calibration and Recalibration—0
The Impact of the Mini-batch Size on the Dynamics of SGD: Variance and Beyond—0
A Bayesian-Symbolic Approach to Learning and Reasoning for Intuitive Physics—0
On Single-environment Extrapolations in Graph Classification and Regression Tasks—0
Optimal allocation of data across training tasks in meta-learning—0
On the Discovery of Feature Importance Distribution: An Overlooked AreaCode0
Meta Gradient Boosting Neural Networks—0
A framework for learned sparse sketches—0
Dataset Meta-Learning from Kernel-Ridge Regression—0
Batch Inverse-Variance Weighting: Deep Heteroscedastic Regression using Privileged Information—0
Sparse Recovery via Bootstrapping: Collaborative or Independent?—0
Variational Deterministic Uncertainty Quantification—0
Joint Learning of Full-structure Noise in Hierarchical Bayesian Regression ModelsCode0
Hellinger Distance Constrained Regression—0
Regression from Upper One-side Labeled Data—0
QRGAN: Quantile Regression Generative Adversarial Networks—0
Median DC for Sign Recovery: Privacy can be Achieved by Deterministic Algorithms—0
Breaking Ties: Regression Discontinuity Design Meets Market Design—0
Boarding House Renting Price Prediction Using Deep Neural Network Regression on Mobile AppsCode0
Modified Gaussian Process Regression Models for Cyclic Capacity Prediction of Lithium-ion Batteries—0
Bosonic Random Walk Networks for Graph Learning—0
Three-quarter Sibling Regression for Denoising Observational Data—0
Approximate Post-Selective Inference for Regression with the Group LASSO—0
Rethinking the Heatmap Regression for Bottom-up Human Pose EstimationCode1
An automatic procedure to determine groups of nonparametric regression curves—0
Bias-Aware Inference in Regularized Regression Models—0
Chasing the Tail in Monocular 3D Human Reconstruction with Prototype Memory—0
Random Planted Forest: a directly interpretable tree ensembleCode0
Twin Neural Network Regression—0
Inference for Low-rank Tensors -- No Need to Debias—0
Multivariate Smoothing via the Fourier Integral Theorem and Fourier Kernel—0
Synergy between Observation Systems Oceanic in Turbulent RegionsCode0
Generalized Quantile Loss for Deep Neural Networks—0
Ellipse Regression with Predicted Uncertainties for Accurate Multi-View 3D Object Estimation—0
A Tutorial on Sparse Gaussian Processes and Variational Inference—0
Adaptive Graph-based Generalized Regression Model for Unsupervised Feature Selection—0
Using the Naive Bayes as a discriminative classifier—0
Modeling Insights from COVID-19 Incidence Data: Part II -- Why are compartment models so accurate?—0
Appearance-Invariant 6-DoF Visual Localization using Generative Adversarial Networks—0
Direct Estimation of Spinal Cobb Angles by Structured Multi-Output Regression—0
Using vis-NIRS and Machine Learning methods to diagnose sugarcane soil chemical properties—0
Wasserstein DropoutCode0
Estimating The Effect Of Subscription based Streaming Services On The Demand For Game ConsolesCode0
Estimation of Driver's Gaze Region from Head Position and Orientation using Probabilistic Confidence Regions—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