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regression

Papers

Showing 15511575 of 9424 papers

TitleStatusHype
Target-agnostic Source-free Domain Adaptation for Regression Tasks0
Global Convergence of Online Identification for Mixed Linear Regression0
Seg2Reg: Differentiable 2D Segmentation to 1D Regression Rendering for 360 Room Layout Reconstruction0
Union-over-Intersections: Object Detection beyond Winner-Takes-AllCode0
Extrapolating Away from the Cutoff in Regression Discontinuity Designs0
A Bag of Receptive Fields for Time Series Extrinsic Predictions0
Learning to Simulate: Generative Metamodeling via Quantile Regression0
A natural language processing-based approach: mapping human perception by understanding deep semantic features in street view images0
LGFCTR: Local and Global Feature Convolutional Transformer for Image MatchingCode1
D4AM: A General Denoising Framework for Downstream Acoustic ModelsCode1
Attentional Graph Neural Network Is All You Need for Robust Massive Network Localization0
(Frisch-Waugh-Lovell)': On the Estimation of Regression Models by Row0
Spatially Adaptive Cloth Regression with Implicit Neural Representations0
Out-of-Distribution Generalized Dynamic Graph Neural Network for Human Albumin Prediction0
Maximum Likelihood Estimation is All You Need for Well-Specified Covariate Shift0
Forecasting Auxiliary Energy Consumption for Electric Heavy-Duty Vehicles0
Local Convergence of Approximate Newton Method for Two Layer Nonlinear Regression0
X-Ray to CT Rigid Registration Using Scene Coordinate RegressionCode1
Learning Arousal-Valence Representation from Categorical Emotion Labels of SpeechCode1
Disruption Prediction in Fusion Devices through Feature Extraction and Logistic Regression0
Revisiting Quantum Algorithms for Linear Regressions: Quadratic Speedups without Data-Dependent Parameters0
Analysis of the expected L_2 error of an over-parametrized deep neural network estimate learned by gradient descent without regularization0
More is Better in Modern Machine Learning: when Infinite Overparameterization is Optimal and Overfitting is Obligatory0
Latent Diffusion Prior Enhanced Deep Unfolding for Snapshot Spectral Compressive ImagingCode1
Gradient-based bilevel optimization for multi-penalty Ridge regression through matrix differential calculusCode0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Neural NetworkR2 Score0.79Unverified
2Baseline RegressionR2 Score0.58Unverified
3Mimic / SurrogateR2 Score0.57Unverified
#ModelMetricClaimedVerifiedStatus
1Neural NetworkR2 Score0.86Unverified
2Baseline RegressionR2 Score0.59Unverified
3Mimic / SurrogateR2 Score0.58Unverified
#ModelMetricClaimedVerifiedStatus
1Neural NetworkR2 Score0.87Unverified
2Baseline RegressionR2 Score0.78Unverified
3Mimic / SurrogateR2 Score0.78Unverified
#ModelMetricClaimedVerifiedStatus
1Neural NetworkR2 Score0.98Unverified
2Baseline RegressionR2 Score-0.01Unverified
3Mimic / SurrogateR2 Score-0.01Unverified
#ModelMetricClaimedVerifiedStatus
1XGBoost-MACCSmicro-averaged RMSE0.93Unverified
2RF-ToxPrintchemical macro-average RMSE0.85Unverified
#ModelMetricClaimedVerifiedStatus
1Linear and Decision Tree RegressionR Squared86.84Unverified