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regression

Papers

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Showing 1151–1200 of 9424 papers

TitleStatusHype
Accelerate CNNs from Three Dimensions: A Comprehensive Pruning Framework—0
A Novel Bounding Box Regression Method for Single Object Tracking—0
A Novel Approach to Forecasting Financial Volatility with Gaussian Process Envelopes—0
A Fast and Compact Saliency Score Regression Network Based on Fully Convolutional Network—0
A Novel Approach in Solving Stochastic Generalized Linear Regression via Nonconvex Programming—0
A Novel Approach for Machine Learning-based Load Balancing in High-speed Train System using Nested Cross Validation—0
A Fast Algorithm Based on a Sylvester-like Equation for LS Regression with GMRF Prior—0
A Coupled Evolutionary Network for Age Estimation—0
3D Human Body Reconstruction from a Single Image via Volumetric Regression—0
Bayesian surrogate learning in dynamic simulator-based regression problems—0
A Notion of Feature Importance by Decorrelation and Detection of Trends by Random Forest Regression—0
A note relating ridge regression and OLS p-values to preconditioned sparse penalized regression—0
A Family of Penalty Functions for Structured Sparsity—0
A Note on the Asymptotic Properties of the GLS Estimator in Multivariate Regression with Heteroskedastic and Autocorrelated Errors—0
A Note On Nonlinear Regression Under L2 Loss—0
A Coreset Learning Reality Check—0
A Note on Estimation Error Bound and Grouping Effect of Transfer Elastic Net—0
A Note on Coding and Standardization of Categorical Variables in (Sparse) Group Lasso Regression—0
A dynamic ordered logit model with fixed effects—0
Advertising Media and Target Audience Optimization via High-dimensional Bandits—0
An Ordered Lasso and Sparse Time-Lagged Regression—0
A Convex Sparse PCA for Feature Analysis—0
Accelerated SGD for Non-Strongly-Convex Least Squares—0
Bayesian Ridge Regression Based Model to Predict Fault Location in HVdc Network—0
An Optimal Transport Approach for Network Regression—0
A convex pseudo-likelihood framework for high dimensional partial correlation estimation with convergence guarantees—0
An Optimal House Price Prediction Algorithm: XGBoost—0
A non-parametric conditional factor regression model for high-dimensional input and response—0
Adversarial Transfer of Pose Estimation Regression—0
Accelerated Proximal Stochastic Dual Coordinate Ascent for Regularized Loss Minimization—0
An O(n(n)) Algorithm for Projecting Onto the Ordered Weighted _1 Norm Ball—0
An Online Learning Algorithm for Neuromorphic Hardware Implementation—0
Adversarial Training with Generated Data in High-Dimensional Regression: An Asymptotic Study—0
A Nonlinear Regression Technique for Manifold Valued Data With Applications to Medical Image Analysis—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
3D FCN Feature Driven Regression Forest-Based Pancreas Localization and Segmentation—0
Bayesian Robustness: A Nonasymptotic Viewpoint—0
Adversarial Surrogate Losses for Ordinal Regression—0
A Non-Intrusive Correction Algorithm for Classification Problems with Corrupted Data—0
3D Facial Expression Reconstruction using Cascaded Regression—0
Non-asymptotic model selection in block-diagonal mixture of polynomial experts models—0
A non-asymptotic distributional theory of approximate message passing for sparse and robust regression—0
A convex optimization formulation for multivariate regression—0
Bayesian Quantile Regression with Subset Selection: A Decision Analysis Perspective—0
A Non-asymptotic comparison of SVRG and SGD: tradeoffs between compute and speed—0
Anomaly Detection by Robust Statistics—0
Adversarial robust weighted Huber regression—0
A Bayesian Lasso based Sparse Learning Model—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