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regression

Papers

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Showing 2801–2850 of 9424 papers

TitleStatusHype
Transfer Learning for Causal Effect Estimation—0
A Comparative Study of Methods for Estimating Conditional Shapley Values and When to Use Them—0
PIQI: Perceptual Image Quality Index based on Ensemble of Gaussian Process Regression—0
Errors-in-variables Fréchet Regression with Low-rank Covariate Approximation—0
Building Energy Efficiency through Advanced Regression Models and Metaheuristic Techniques for Sustainable Management—0
The Effectiveness of a Dynamic Loss Function in Neural Network Based Automated Essay Scoring—0
Template-Based Piecewise Affine Regression—0
Designing Discontinuities—0
Covariate-distance Weighted Regression (CWR): A Case Study for Estimation of House Prices—0
Reduced Label Complexity For Tight _2 Regression—0
To transfer or not transfer: Unified transferability metric and analysis—0
On the Optimality of Misspecified Kernel Ridge Regression—0
Expertise-based Weighting for Regression Models with Noisy Labels—0
Versatile audio-visual learning for emotion recognition—0
Computationally Efficient and Statistically Optimal Robust High-Dimensional Linear Regression—0
Position Bias Estimation with Item Embedding for Sparse Dataset—0
When a CBR in Hand is Better than Twins in the Bush—0
Integrating Holistic and Local Information to Estimate Emotional Reaction IntensityCode0
Real-time instance segmentation with polygons using an Intersection-over-Union lossCode0
UQ for Credit Risk Management: A deep evidence regression approachCode0
A Generalized Framework for Predictive Clustering and Optimization—0
Robust Image Ordinal Regression with Controllable Image GenerationCode0
Neural Voting Field for Camera-Space 3D Hand Pose Estimation—0
Provable Identifiability of Two-Layer ReLU Neural Networks via LASSO Regularization—0
Twin support vector quantile regression—0
Symbolic Regression on FPGAs for Fast Machine Learning Inference—0
Weighted Point Cloud Normal Estimation—0
HSCNet++: Hierarchical Scene Coordinate Classification and Regression for Visual Localization with Transformer—0
Carbon Price Forecasting with Quantile Regression and Feature Selection—0
Semisupervised regression in latent structure networks on unknown manifolds—0
On the Eigenvalue Decay Rates of a Class of Neural-Network Related Kernel Functions Defined on General Domains—0
Explore the difficulty of words and its influential attributes based on the Wordle game—0
fairml: A Statistician's Take on Fair Machine Learning Modelling—0
Unsupervised Feature Based Algorithms for Time Series Extrinsic Regression—0
Hybrid model for Single-Stage Multi-Person Pose Estimation—0
Single-model uncertainty quantification in neural network potentials does not consistently outperform model ensemblesCode0
Activation Functions Not To Active: A Plausible Theory on Interpreting Neural Networks—0
An Iterative Algorithm for Rescaled Hyperbolic Functions Regression—0
Estimating the Density Ratio between Distributions with High Discrepancy using Multinomial Logistic Regression—0
Estimation and Inference in Threshold Predictive Regression Models with Locally Explosive Regressors—0
Random neural networks for rough volatility—0
Differentiable Neural Networks with RePU Activation: with Applications to Score Estimation and Isotonic Regression—0
A Model-Based Approach for Flight Delay Prediction—0
Improving Rating Prediction in Multi-Criteria Recommender Systems via a Collective Factor ModelCode0
EBLIME: Enhanced Bayesian Local Interpretable Model-agnostic Explanations—0
Data-Driven Subgroup Identification for Linear RegressionCode0
Enhancing Supply Chain Resilience: A Machine Learning Approach for Predicting Product Availability Dates Under Disruption—0
A feature selection method based on Shapley values robust to concept shift in regressionCode0
The ACM Multimedia 2023 Computational Paralinguistics Challenge: Emotion Share & Requests—0
TempEE: Temporal-Spatial Parallel Transformer for Radar Echo Extrapolation Beyond Auto-Regression—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