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regression

Papers

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Showing 3101–3150 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
Causal Discovery from Sparse Time-Series Data Using Echo State Network—0
Anomaly Detection by Robust Statistics—0
Adversarial robust weighted Huber regression—0
Causal Contrastive Learning for Counterfactual Regression Over Time—0
Causal Analysis and Prediction of Human Mobility in the U.S. during the COVID-19 Pandemic—0
A Bayesian Lasso based Sparse Learning Model—0
Causal Additive Models with Unobserved Causal Paths and Backdoor Paths—0
A Noise-Aware Memory-Attention Network Architecture for Regression-Based Speech Enhancement—0
Adversarial Robustness of Streaming Algorithms through Importance Sampling—0
Accelerated Gradient Flow: Risk, Stability, and Implicit Regularization—0
Cauchy Loss Function: Robustness Under Gaussian and Cauchy Noise—0
CATE Lasso: Conditional Average Treatment Effect Estimation with High-Dimensional Linear Regression—0
An Note on Why Geographically Weighted Regression Overcomes Multidimensional-Kernel-Based Varying-Coefficient Model—0
Category-Aware Dynamic Label Assignment with High-Quality Oriented Proposal—0
ANN-Based Adaptive NMPC for Uranium Extraction-Scrubbing Operation in Spent Nuclear Fuel Treatment Process—0
Adversarial Robustness of In-Context Learning in Transformers for Linear Regression—0
Cascades of Regression Tree Fields for Image Restoration—0
Cascaded Regression Tracking: Towards Online Hard Distractor Discrimination—0
An LMI Framework for Contraction-based Nonlinear Control Design by Derivatives of Gaussian Process Regression—0
Cascaded Hand Pose Regression—0
Cascaded Face Alignment via Intimacy Definition Feature—0
Multi-Kernel Regression with Sparsity Constraint—0
A Convex Formulation for Mixed Regression with Two Components: Minimax Optimal Rates—0
Cascaded Continuous Regression for Real-time Incremental Face Tracking—0
Evaluating the Stability of Recurrent Neural Models during Training with Eigenvalue Spectra Analysis—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