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regression

Papers

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Showing 4501–4550 of 9424 papers

TitleStatusHype
Error Bounds of the Invariant Statistics in Machine Learning of Ergodic Itô Diffusions—0
Incorporating domain knowledge into neural-guided search via in situ priors and constraints—0
Hierarchical Non-Stationary Temporal Gaussian Processes With L^1-Regularization—0
Fixed-k Tail Regression: New Evidence on Tax and Wealth Inequality from Forbes 400—0
Segmentation of high dimensional means over multi-dimensional change points and connections to regression trees—0
Neural networks with superexpressive activations and integer weights—0
L1 Regression with Lewis Weights Subsampling—0
Aleatoric uncertainty for Errors-in-Variables models in deep regression—0
Physical Constraint Embedded Neural Networks for inference and noise regulation—0
Achieving Fairness with a Simple Ridge Penalty—0
Conformal Prediction using Conditional HistogramsCode1
Univariate Long-Term Municipal Water Demand Forecasting—0
LCP-RIT at SemEval-2021 Task 1: Exploring Linguistic Features for Lexical Complexity Prediction—0
Modeling the EdNet Dataset with Logistic Regression—0
Joint Optimization of Hadamard Sensing and Reconstruction in Compressed Sensing Fluorescence MicroscopyCode0
Classifying variety of customer's online engagement for churn prediction with mixed-penalty logistic regression—0
Studying the association of online brand importance with museum visitors: An application of the semantic brand score—0
Deep regression for uncertainty-aware and interpretable analysis of large-scale body MRI—0
AgeFlow: Conditional Age Progression and Regression with Normalizing FlowsCode1
mikropml: User-Friendly R Package for Supervised Machine Learning PipelinesCode1
Post-processing Multi-Model Medium-Term Precipitation Forecasts Using Convolutional Neural Networks—0
Privacy-preserving Logistic Regression with Secret SharingCode0
Efficient Least Squares Monte-Carlo Technique for PFE/EE Calculations—0
Locate and Label: A Two-stage Identifier for Nested Named Entity RecognitionCode1
A Monotone Approximate Dynamic Programming Approach for the Stochastic Scheduling, Allocation, and Inventory Replenishment Problem: Applications to Drone and Electric Vehicle Battery Swap Stations—0
Identifying Wisdom (of the Crowd): A Regression Approach—0
Acquisitive Crimes, Time of Day, and Multiunit Housing in the City of Milwaukee—0
Efficient Algorithms for Estimating the Parameters of Mixed Linear Regression Models—0
An efficient projection neural network for _1-regularized logistic regressionCode0
Lightweight Distributed Gaussian Process Regression for Online Machine Learning—0
Collaborative Regression of Expressive Bodies using ModerationCode1
Performance Comparison of Different Machine Learning Algorithms on the Prediction of Wind Turbine Power Generation—0
Discovery of Nonlinear Dynamical Systems using a Runge-Kutta Inspired Dictionary-based Sparse Regression ApproachCode1
A rigorous introduction to linear models—0
Natural Posterior Network: Deep Bayesian Uncertainty for Exponential Family DistributionsCode1
Multi-modal Conditional Bounding Box Regression for Music Score FollowingCode1
Deep Neural Networks as Point Estimates for Deep Gaussian Processes—0
Understanding the Role of Affect Dimensions in Detecting Emotions from Tweets: A Multi-task ApproachCode1
A Hybrid Model for Combining Neural Image Caption and k-Nearest Neighbor Approach for Image CaptioningCode0
Improving Robustness for Pose Estimation via Stable Heatmap Regression—0
Local approximate Gaussian process regression for data-driven constitutive laws: Development and comparison with neural networks—0
A Symbolic Regression Method for Dynamic Modeling and Control of Quadrotor UAVs—0
Pairwise Fairness for Ordinal RegressionCode0
Regression Bugs Are In Your Model! Measuring, Reducing and Analyzing Regressions In NLP Model Updates—0
Practical and Rigorous Uncertainty Bounds for Gaussian Process RegressionCode0
Membership Inference Attacks on Deep Regression Models for Neuroimaging—0
A Metamodel Structure For Regression Analysis: Application To Prediction Of Autism Spectrum Disorder Severity—0
In the Danger Zone: U-Net Driven Quantile Regression can Predict High-risk SARS-CoV-2 Regions via Pollutant Particulate Matter and Satellite Imagery—0
Nonparametric Trace Regression in High Dimensions via Sign Series Representation—0
On the Sample Complexity of Rank Regression from Pairwise Comparisons—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