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regression

Papers

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Showing 3101–3125 of 9424 papers

TitleStatusHype
A Nonlinear Regression Technique for Manifold Valued Data With Applications to Medical Image Analysis—0
Causal Inference Tools for a Better Evaluation of Machine Learning—0
A Non-linear Function-on-Function Model for Regression with Time Series Data—0
Adversarial Training Makes Weight Loss Landscape Sharper in Logistic Regression—0
A Convex Program for Mixed Linear Regression with a Recovery Guarantee for Well-Separated Data—0
Accelerated Proximal Stochastic Dual Coordinate Ascent for Regularized Loss Minimization—0
3D FCN Feature Driven Regression Forest-Based Pancreas Localization and Segmentation—0
Decentralized Smoothing ADMM for Quantile Regression with Non-Convex Sparse Penalties—0
Estimation and Inference on Nonlinear and Heterogeneous Effects—0
Causal inference in network experiments: regression-based analysis and design-based properties—0
Causal Inference in Geosciences with Kernel Sensitivity Maps—0
Causal Inference in Geoscience and Remote Sensing from Observational Data—0
A Non-Intrusive Correction Algorithm for Classification Problems with Corrupted Data—0
Adversarial Surrogate Losses for Ordinal Regression—0
Causal Inference for Experiments with Latent Outcomes: Key Results and Their Implications for Design and Analysis—0
Identifying causal effects with subjective ordinal outcomes—0
Non-asymptotic model selection in block-diagonal mixture of polynomial experts models—0
Causal Gradient Boosting: Boosted Instrumental Variable Regression—0
Causal Feature Selection via Transfer Entropy—0
A non-asymptotic distributional theory of approximate message passing for sparse and robust regression—0
A convex optimization formulation for multivariate regression—0
Gaming Helps! Learning from Strategic Interactions in Natural Dynamics—0
Causal Dynamic Variational Autoencoder for Counterfactual Regression in Longitudinal Data—0
A Non-asymptotic comparison of SVRG and SGD: tradeoffs between compute and speed—0
Causal Discovery with Continuous Additive Noise Models—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