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regression

Papers

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Showing 1851–1900 of 9424 papers

TitleStatusHype
Streaming Active Learning for Regression Problems Using Regression via Classification—0
Non-Asymptotic Bounds for Adversarial Excess Risk under Misspecified Models—0
Structured Radial Basis Function Network: Modelling Diversity for Multiple Hypotheses Prediction—0
Interpretation of High-Dimensional Linear Regression: Effects of Nullspace and Regularization Demonstrated on Battery DataCode0
Area-norm COBRA on Conditional Survival Prediction—0
Surrogate-based Autotuning for Randomized Sketching Algorithms in Regression ProblemsCode0
Calibrated Explanations for RegressionCode1
Advanced Deep Regression Models for Forecasting Time Series Oil Production—0
Multiple Augmented Reduced Rank Regression for Pan-Cancer AnalysisCode0
MASA-TCN: Multi-anchor Space-aware Temporal Convolutional Neural Networks for Continuous and Discrete EEG Emotion RecognitionCode1
Intelligent System for Assessing University Student Personality Development and Career Readiness—0
Group-Conditional Conformal Prediction via Quantile Regression Calibration for Crop and Weed Classification—0
Vulgar Remarks Detection in Chittagonian Dialect of Bangla—0
Multi-Response Heteroscedastic Gaussian Process Models and Their Inference—0
Heterogeneous Multi-Task Gaussian Cox ProcessesCode0
Improved learning theory for kernel distribution regression with two-stage samplingCode0
Donut Regression Discontinuity Designs—0
Bandwidth Selection for Treatment Choice with Binary Outcomes—0
Deep graphical regression for jointly moderate and extreme Australian wildfires—0
Solving Attention Kernel Regression Problem via Pre-conditioner—0
Group Regression for Query Based Object Detection and Tracking—0
High Dimensional Time Series Regression Models: Applications to Statistical Learning Methods—0
Break-Point Date Estimation for Nonstationary Autoregressive and Predictive Regression Models—0
GeoExplainer: A Visual Analytics Framework for Spatial Modeling Contextualization and Report GenerationCode0
EEATC: A Novel Calibration Approach for Low-cost Sensors—0
Six Lectures on Linearized Neural Networks—0
Efficient Epistemic Uncertainty Estimation in Regression Ensemble Models Using Pairwise-Distance Estimators—0
An Efficient Data Analysis Method for Big Data using Multiple-Model Linear Regression—0
Predicting Drug Solubility Using Different Machine Learning Methods -- Linear Regression Model with Extracted Chemical Features vs Graph Convolutional Neural Network—0
Approximating Score-based Explanation Techniques Using Conformal Regression—0
Finding the Perfect Fit: Applying Regression Models to ClimateBench v1.0Code0
How to Protect Copyright Data in Optimization of Large Language Models?Code0
Extended Linear Regression: A Kalman Filter Approach for Minimizing Loss via Area Under the Curve—0
Data-driven Identification of Parametric Governing Equations of Dynamical Systems Using the Signed Cumulative Distribution Transform—0
Coarse-to-Fine Multi-Scene Pose Regression with TransformersCode0
Tensor RegressionCode1
EM for Mixture of Linear Regression with Clustered Data—0
SRFormer: Text Detection Transformer with Incorporated Segmentation and RegressionCode2
Deep Evidential Learning for Bayesian Quantile Regression—0
A step towards understanding why classification helps regressionCode0
High Performance Computing Applied to Logistic Regression: A CPU and GPU Implementation ComparisonCode0
Diffusion Variational Autoencoder for Tackling Stochasticity in Multi-Step Regression Stock Price PredictionCode1
Defending Label Inference Attacks in Split Learning under Regression Setting—0
Privacy-Preserving 3-Layer Neural Network Training—0
A hybrid Decoder-DeepONet operator regression framework for unaligned observation dataCode1
HyperLoRA for PDEs—0
Polynomial Bounds for Learning Noisy Optical Physical Unclonable Functions and Connections to Learning With Errors—0
Discretization-Induced Dirichlet Posterior for Robust Uncertainty Quantification on RegressionCode0
Linear Regression with Weak Exogeneity—0
Estimating fire Duration using regression methods—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