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regression

Papers

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Showing 8451–8500 of 9424 papers

TitleStatusHype
Screen Content Image Segmentation Using Robust Regression and Sparse Decomposition—0
Learning from Multiway Data: Simple and Efficient Tensor Regression—0
Convergence rates of Kernel Conjugate Gradient for random design regression—0
CaR-FOREST: Joint Classification-Regression Decision Forests for Overlapping Audio Event Detection—0
Kernel Bayesian Inference with Posterior Regularization—0
Algorithms for Generalized Cluster-wise Linear Regression—0
An Aggregate and Iterative Disaggregate Algorithm with Proven Optimality in Machine Learning—0
Minimalist Regression Network with Reinforced Gradients and Weighted Estimates: a Case Study on Parameters Estimation in Automated Welding—0
A Residual Bootstrap for High-Dimensional Regression with Near Low-Rank Designs—0
Automatic Generation of Probabilistic Programming from Time Series Data—0
Combining Gradient Boosting Machines with Collective Inference to Predict Continuous Values—0
A multilevel framework for sparse optimization with application to inverse covariance estimation and logistic regression—0
Efficient and Consistent Robust Time Series Analysis—0
Permutation Invariant Training of Deep Models for Speaker-Independent Multi-talker Speech SeparationCode0
A Learning Algorithm for Relational Logistic Regression: Preliminary Results—0
Regression Trees and Random forest based feature selection for malaria risk exposure prediction—0
Fully DNN-based Multi-label regression for audio tagging—0
Predicting Novel Tick Vectors of Zoonotic Disease—0
The Effect of Heteroscedasticity on Regression Trees—0
Understanding Probabilistic Sparse Gaussian Process Approximations—0
Efficient Pairwise Learning Using Kernel Ridge Regression: an Exact Two-Step Method—0
Regression-based reduced-order models to predict transient thermal output for enhanced geothermal systems—0
Prediction performance after learning in Gaussian process regression—0
Retrieving and Ranking Similar Questions from Question-Answer Archives Using Topic Modelling and Topic Distribution Regression—0
On Projected Stochastic Gradient Descent Algorithm with Weighted Averaging for Least Squares Regression—0
Efficient Smoothed Concomitant Lasso Estimation for High Dimensional RegressionCode0
Semi-supervised structured output prediction by local linear regression and sub-gradient descent—0
Active Regression with Adaptive Huber Loss—0
Confidence Intervals for Algorithmic Leveraging in Linear Regression—0
Smooth Imitation Learning for Online Sequence PredictionCode0
High Dimensional Multivariate Regression and Precision Matrix Estimation via Nonconvex Optimization—0
Differentially Private Gaussian Processes—0
Unified Framework for QuantificationCode0
Structured Regression Gradient Boosting—0
Feature-Rich Error Detection in Scientific Writing Using Logistic Regression—0
Mnemonic Descent Method: A Recurrent Process Applied for End-To-End Face Alignment—0
Occlusion-Free Face Alignment: Deep Regression Networks Coupled With De-Corrupt AutoEncoders—0
Metric Learning as Convex Combinations of Local Models With Generalization Guarantees—0
A Nonlinear Regression Technique for Manifold Valued Data With Applications to Medical Image Analysis—0
Pairwise Linear Regression Classification for Image Set Retrieval—0
Logistic Boosting Regression for Label Distribution Learning—0
PSyCo: Manifold Span Reduction for Super Resolution—0
Copula Ordinal Regression for Joint Estimation of Facial Action Unit Intensity—0
Monocular Depth Estimation Using Neural Regression Forest—0
Multivariate Regression on the Grassmannian for Predicting Novel Domains—0
Ordinal Regression With Multiple Output CNN for Age Estimation—0
Continuation of Nesterov's Smoothing for Regression with Structured Sparsity in High-Dimensional Neuroimaging—0
Singular ridge regression with homoscedastic residuals: generalization error with estimated parameters—0
Online Bayesian Collaborative Topic Regression—0
Muffled Semi-Supervised LearningCode0
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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