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regression

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Showing 7201–7250 of 9424 papers

TitleStatusHype
Sparse Logistic Regression Learns All Discrete Pairwise Graphical ModelsCode0
Prediction of severity and treatment outcome for ASD from fMRI—0
Uncertain Trees: Dealing with Uncertain Inputs in Regression Trees—0
Comparing Multilayer Perceptron and Multiple Regression Models for Predicting Energy Use in the Balkans—0
Nuclear Norm Regularized Estimation of Panel Regression Models—0
RELF: Robust Regression Extended with Ensemble Loss Function—0
Smoothed Online Optimization for Regression and Control—0
A Continuous-Time View of Early Stopping for Least Squares—0
Axiomatic Interpretability for Multiclass Additive ModelsCode0
Ensemble Method for Censored Demand Prediction—0
Scaling Up Cartesian Genetic Programming through Preferential Selection of Larger Solutions—0
A Regressive Convolution Neural network and Support Vector Regression Model for Electricity Consumption ForecastingCode0
Condition Number Analysis of Logistic Regression, and its Implications for Standard First-Order Solution Methods—0
Nonlinear integro-differential operator regression with neural networks—0
Dictionary Learning Phase Retrieval from Noisy Diffraction Patterns—0
Quantile Regression Under Memory Constraint—0
Good Initializations of Variational Bayes for Deep Models—0
Robust Sparse Reduced Rank Regression in High Dimensions—0
Deep Diabetologist: Learning to Prescribe Hyperglycemia Medications with Hierarchical Recurrent Neural Networks—0
Graphical Convergence of Subgradients in Nonconvex Optimization and Learning—0
Hyper-Process Model: A Zero-Shot Learning algorithm for Regression Problems based on Shape AnalysisCode0
Hunting for Discriminatory Proxies in Linear Regression ModelsCode0
Optimally rotated coordinate systems for adaptive least-squares regression on sparse grids—0
Asymptotics for Sketching in Least Squares RegressionCode0
Hybrid Building/Floor Classification and Location Coordinates Regression Using A Single-Input and Multi-Output Deep Neural Network for Large-Scale Indoor Localization Based on Wi-Fi Fingerprinting—0
Global Convergence of EM Algorithm for Mixtures of Two Component Linear Regression—0
Regression Based Approach for Measurement of Current in Single-Phase Smart Energy Meter—0
An algebraic-geometric approach for linear regression without correspondences—0
Multi-omic Network Regression: Methodology, Tool and Case Study—0
ISA^2: Intelligent Speed Adaptation from Appearance—0
Task Runtime Prediction in Scientific Workflows Using an Online Incremental Learning Approach—0
A General Framework for Fair Regression—0
Principal component-guided sparse regression—0
Deep learning with differential Gaussian process flowsCode0
Deep clustering: On the link between discriminative models and K-meansCode0
SNAP: A semismooth Newton algorithm for pathwise optimization with optimal local convergence rate and oracle properties—0
A Unified Dynamic Approach to Sparse Model Selection—0
Robust 6D Object Pose Estimation in Cluttered Scenes using Semantic Segmentation and Pose Regression Networks—0
On LASSO for Predictive Regression—0
High-Dimensional Poisson DAG Model Learning Using _1-Regularized Regression—0
Statistical Optimality of Interpolated Nearest Neighbor Algorithms—0
Correcting the bias in least squares regression with volume-rescaled sampling—0
XBART: Accelerated Bayesian Additive Regression Trees—0
Optimal Learning with Anisotropic Gaussian SVMs—0
Leave-one-out least squares Monte Carlo algorithm for pricing Bermudan options—0
Improved Generalization Bounds for Adversarially Robust Learning—0
Agnostic Sample Compression Schemes for Regression—0
Semi-supervised Text Regression with Conditional Generative Adversarial Networks—0
Predicting News Headline Popularity with Syntactic and Semantic Knowledge Using Multi-Task Learning—0
Neural Regression Trees—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