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regression

Papers

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Showing 1301–1350 of 9424 papers

TitleStatusHype
Statistical Agnostic Regression: a machine learning method to validate regression models—0
Efficient semi-supervised inference for logistic regression under case-control studies—0
Non-Contact Acquisition of PPG Signal using Chest Movement-Modulated Radio Signals—0
Quantifying neural network uncertainty under volatility clustering—0
Comparative Analysis of Data Preprocessing Methods, Feature Selection Techniques and Machine Learning Models for Improved Classification and Regression Performance on Imbalanced Genetic Data—0
Nonsmooth Nonparametric Regression via Fractional Laplacian Eigenmaps—0
Sample-Efficient Linear Regression with Self-Selection Bias—0
Multivariate Online Linear Regression for Hierarchical Forecasting—0
Cameras as Rays: Pose Estimation via Ray DiffusionCode4
Sparse Linear Regression and Lattice Problems—0
OmniPred: Language Models as Universal RegressorsCode3
Computational-Statistical Gaps for Improper Learning in Sparse Linear Regression—0
Stable Update of Regression TreesCode0
Analysis of Bootstrap and Subsampling in High-dimensional Regularized RegressionCode0
Efficient Normalized Conformal Prediction and Uncertainty Quantification for Anti-Cancer Drug Sensitivity Prediction with Deep Regression Forests—0
AI-Powered Predictions for Electricity Load in Prosumer Communities—0
Probabilistic Neural Networks (PNNs) for Modeling Aleatoric Uncertainty in Scientific Machine Learning—0
Investigating the Histogram Loss in RegressionCode0
A Bound on the Maximal Marginal Degrees of Freedom—0
TorchCP: A Python Library for Conformal PredictionCode3
Bayesian Active Learning for Censored Regression—0
An Adversarial Approach to Evaluating the Robustness of Event Identification Models—0
Imbalance in Regression Datasets—0
Improved Indoor Localization with Machine Learning Techniques for IoT applications—0
Learning Memory Kernels in Generalized Langevin Equations—0
Efficient Low-Rank Matrix Estimation, Experimental Design, and Arm-Set-Dependent Low-Rank BanditsCode0
A Regression Mixture Model to understand the effect of the Covid-19 pandemic on Public Transport RidershipCode0
On Automating Video Game Regression Testing by Planning and Learning—0
Analysis and Mortality Prediction using Multiclass Classification for Older Adults with Type 2 Diabetes—0
Functional Partial Least-Squares: Adaptive Estimation and Inference—0
Developing an Optimal Model for Predicting the Severity of Wheat Stem Rust (Case study of Arsi and Bale Zone)—0
One-Bit Quantization and Sparsification for Multiclass Linear Classification with Strong Regularization—0
Nowcasting with Mixed Frequency Data Using Gaussian Processes—0
Fast Data-driven Greedy Sensor Selection for Ridge Regression—0
Negative impact of heavy-tailed uncertainty and error distributions on the reliability of calibration statistics for machine learning regression tasksCode0
Local-Polynomial Estimation for Multivariate Regression Discontinuity Designs—0
Conformalized Adaptive Forecasting of Heterogeneous TrajectoriesCode0
Domain-adaptive and Subgroup-specific Cascaded Temperature Regression for Out-of-distribution Calibration—0
Switch EMA: A Free Lunch for Better Flatness and SharpnessCode1
Target Score Matching—0
Contrastive Learning for Regression on Hyperspectral Data—0
Efficient Contextual Bandits with Uninformed Feedback Graphs—0
Model Collapse Demystified: The Case of Regression—0
Regression Trees for Fast and Adaptive Prediction IntervalsCode1
Physics-informed machine learning as a kernel methodCode0
Tail risk forecasting with semi-parametric regression models by incorporating overnight information—0
Impact of Domain Knowledge and Multi-Modality on Intelligent Molecular Property Prediction: A Systematic Survey—0
Echoes of Socratic Doubt: Embracing Uncertainty in Calibrated Evidential Reinforcement LearningCode0
Logistic-beta processes for dependent random probabilities with beta marginalsCode0
Clustering Techniques Selection for a Hybrid Regression Model: A Case Study Based on a Solar Thermal System—0
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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