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regression

Papers

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Showing 2451–2500 of 9424 papers

TitleStatusHype
Band-gap regression with architecture-optimized message-passing neural networksCode0
On Regularized Sparse Logistic Regression—0
Liu-type Shrinkage Estimators for Mixture of Poisson Regressions with Experts: A Heart Disease Study—0
Hierarchical Audio-Visual Information Fusion with Multi-label Joint Decoding for MER 2023—0
Knowledge-based Refinement of Scientific Publication Knowledge Graphs—0
Structural Econometric Estimation of the Basic Reproduction Number for Covid-19 Across U.S. States and Selected Countries—0
Affine Invariant Ensemble Transform Methods to Improve Predictive Uncertainty in Neural Networks—0
Optimal Rate of Kernel Regression in Large Dimensions—0
Online Infinite-Dimensional Regression: Learning Linear Operators—0
Regret-Optimal Federated Transfer Learning for Kernel Regression with Applications in American Option PricingCode0
Adaptive Distributed Kernel Ridge Regression: A Feasible Distributed Learning Scheme for Data Silos—0
Instrumental variable estimation of the proportional hazards model by presmoothing—0
Linear Regression using Heterogeneous Data Batches—0
Efficient computation of predictive probabilities in probit models via expectation propagationCode0
Generalized Information Criteria for Structured Sparse Models—0
Robust penalized least squares of depth trimmed residuals regression for high-dimensional data—0
EventTrojan: Manipulating Non-Intrusive Speech Quality Assessment via Imperceptible Events—0
Efficient expectation propagation for posterior approximation in high-dimensional probit modelsCode0
Smoothing ADMM for Sparse-Penalized Quantile Regression with Non-Convex Penalties—0
Separable Hamiltonian Neural NetworksCode0
Quantitative Energy Prediction based on Carbon Emission Analysis by DPR Framework—0
Streaming Active Learning for Regression Problems Using Regression via Classification—0
Structured Radial Basis Function Network: Modelling Diversity for Multiple Hypotheses Prediction—0
Non-Asymptotic Bounds for Adversarial Excess Risk under Misspecified Models—0
Area-norm COBRA on Conditional Survival Prediction—0
Interpretation of High-Dimensional Linear Regression: Effects of Nullspace and Regularization Demonstrated on Battery DataCode0
Multiple Augmented Reduced Rank Regression for Pan-Cancer AnalysisCode0
Surrogate-based Autotuning for Randomized Sketching Algorithms in Regression ProblemsCode0
Advanced Deep Regression Models for Forecasting Time Series Oil Production—0
Multi-Response Heteroscedastic Gaussian Process Models and Their Inference—0
Intelligent System for Assessing University Student Personality Development and Career Readiness—0
Vulgar Remarks Detection in Chittagonian Dialect of Bangla—0
Group-Conditional Conformal Prediction via Quantile Regression Calibration for Crop and Weed Classification—0
Heterogeneous Multi-Task Gaussian Cox ProcessesCode0
Solving Attention Kernel Regression Problem via Pre-conditioner—0
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
Group Regression for Query Based Object Detection and Tracking—0
Deep graphical regression for jointly moderate and extreme Australian wildfires—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
Six Lectures on Linearized Neural Networks—0
GeoExplainer: A Visual Analytics Framework for Spatial Modeling Contextualization and Report GenerationCode0
EEATC: A Novel Calibration Approach for Low-cost Sensors—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
How to Protect Copyright Data in Optimization of Large Language Models?Code0
Approximating Score-based Explanation Techniques Using Conformal Regression—0
Data-driven Identification of Parametric Governing Equations of Dynamical Systems Using the Signed Cumulative Distribution Transform—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