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regression

Papers

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Showing 6801–6850 of 9424 papers

TitleStatusHype
Characterizing the invariances of learning algorithms using category theory—0
Pixel-wise Regression: 3D Hand Pose Estimation via Spatial-form Representation and Differentiable DecoderCode0
Accurate Face Detection for High Performance—0
Maximal Margin Distribution Support Vector Regression with coupled Constraints-based Convex Optimization—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
On Expected Accuracy—0
Online Learning for Supervised Dimension Reduction—0
LS-SVR as a Bayesian RBF network—0
Optimizing for Generalization in Machine Learning with Cross-Validation Gradients—0
Topological Data Analysis for Discourse Semantics?—0
Selectivity Estimation for Range Predicates using Lightweight Models—0
Polar Prototype Networks—0
Predicting Word Concreteness and Imagery—0
Neural Network Regression with Beta, Dirichlet, and Dirichlet-Multinomial Outputs—0
Mental Fatigue Monitoring using Brain Dynamics Preferences—0
Auxiliary Variational MCMCCode0
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
Dynamic programming for optimal stopping via pseudo-regression—0
Multiple Linear Regression Haze-removal Model Based on Dark Channel Prior—0
Identification of Regression Models with a Misclassified and Endogenous Binary Regressor—0
Kernel Mean Embedding of Instance-wise Predictions in Multiple Instance RegressionCode0
Horseshoe Regularization for Machine Learning in Complex and Deep Models—0
Wearable-based Parkinson's Disease Severity Monitoring using Deep Learning—0
Simultaneous regression and feature learning for facial landmarking—0
Instance Ranking and Numerosity Reduction Using Matrix Decomposition and Subspace LearningCode0
A new Edge Detector Based on Parametric Surface Model: Regression Surface Descriptor—0
Crop yield probability density forecasting via quantile random forest and Epanechnikov Kernel function—0
Regression-Enhanced Random Forests—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
Explaining a prediction in some nonlinear models—0
Adversarial Learning Semantic Volume for 2D/3D Face Shape Regression in the WildCode0
Automated Focal Loss for Image based Object Detection—0
Risk Convergence of Centered Kernel Ridge Regression with Large Dimensional Data—0
Unifying Question Answering, Text Classification, and Regression via Span Extraction—0
Meta-Weighted Gaussian Process Experts for Personalized Forecasting of AD Cognitive Changes—0
Continuous-Time Birth-Death MCMC for Bayesian Regression Tree ModelsCode0
Visualizing the decision-making process in deep neural decision forestCode0
On Low-rank Trace Regression under General Sampling DistributionCode0
Memory-Sample Tradeoffs for Linear Regression with Small Error—0
Ridge regularization for Mean Squared Error Reduction in Regression with Weak Instruments—0
Regression and Classification for Direction-of-Arrival Estimation with Convolutional Recurrent Neural NetworksCode0
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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