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regression

Papers

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Showing 6751–6800 of 9424 papers

TitleStatusHype
Accurate Face Detection for High Performance—0
Regression EquilibriumCode0
Learning Functional Dependencies with Sparse Regression—0
Meta-learners' learning dynamics are unlike learners'—0
Speed-up and multi-view extensions to Subclass Discriminant AnalysisCode0
Selectivity Estimation for Range Predicates using Lightweight Models—0
Predicting Word Concreteness and Imagery—0
Topological Data Analysis for Discourse Semantics?—0
LS-SVR as a Bayesian RBF network—0
On Expected Accuracy—0
Polar Prototype Networks—0
Neural Network Regression with Beta, Dirichlet, and Dirichlet-Multinomial Outputs—0
Auxiliary Variational MCMCCode0
Optimizing for Generalization in Machine Learning with Cross-Validation Gradients—0
Online Learning for Supervised Dimension Reduction—0
Mental Fatigue Monitoring using Brain Dynamics Preferences—0
Collaborative Filtering via High-Dimensional Regression—0
Improving Image-Based Localization with Deep Learning: The Impact of the Loss Function—0
Support Vector Regression via a Combined Reward Cum Penalty Loss Function—0
Linearized two-layers neural networks in high dimension—0
Structural modeling using overlapped group penalties for discovering predictive biomarkers for subgroup analysis—0
From Predictions to Prescriptions in Multistage Optimization Problems—0
Identification of Regression Models with a Misclassified and Endogenous Binary Regressor—0
Dynamic programming for optimal stopping via pseudo-regression—0
Multiple Linear Regression Haze-removal Model Based on Dark Channel Prior—0
Instance Ranking and Numerosity Reduction Using Matrix Decomposition and Subspace LearningCode0
Kernel Mean Embedding of Instance-wise Predictions in Multiple Instance RegressionCode0
Wearable-based Parkinson's Disease Severity Monitoring using Deep Learning—0
Horseshoe Regularization for Machine Learning in Complex and Deep Models—0
Simultaneous regression and feature learning for facial landmarking—0
Crop yield probability density forecasting via quantile random forest and Epanechnikov Kernel function—0
A new Edge Detector Based on Parametric Surface Model: Regression Surface Descriptor—0
Regression-Enhanced Random Forests—0
Explaining a prediction in some nonlinear models—0
Linear Multiple Low-Rank Kernel Based Stationary Gaussian Processes Regression for Time Series—0
Gaussian Process Regression and Classification under Mathematical Constraints with Learning Guarantees—0
DeepMoD: Deep learning for Model Discovery in noisy dataCode1
Adversarial Learning Semantic Volume for 2D/3D Face Shape Regression in the WildCode0
Visualizing the decision-making process in deep neural decision forestCode0
Meta-Weighted Gaussian Process Experts for Personalized Forecasting of AD Cognitive Changes—0
Unifying Question Answering, Text Classification, and Regression via Span Extraction—0
Risk Convergence of Centered Kernel Ridge Regression with Large Dimensional Data—0
Continuous-Time Birth-Death MCMC for Bayesian Regression Tree ModelsCode0
Automated Focal Loss for Image based Object Detection—0
Ridge regularization for Mean Squared Error Reduction in Regression with Weak Instruments—0
On Low-rank Trace Regression under General Sampling DistributionCode0
Memory-Sample Tradeoffs for Linear Regression with Small Error—0
Regression and Classification for Direction-of-Arrival Estimation with Convolutional Recurrent Neural NetworksCode0
Discriminative Ridge Machine: A Classifier for High-Dimensional Data or Imbalanced Data—0
Adaptive Wing Loss for Robust Face Alignment via Heatmap RegressionCode1
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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