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regression

Papers

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Showing 751–800 of 9424 papers

TitleStatusHype
A Comprehensive Analysis of Deep RegressionCode1
Joint 3D Face Reconstruction and Dense Alignment with Position Map Regression NetworkCode1
The Gaussian Process Autoregressive Regression Model (GPAR)Code1
Tensor Regression Networks with various Low-Rank Tensor ApproximationsCode1
Quasi-Oracle Estimation of Heterogeneous Treatment EffectsCode1
Sparse-Input Neural Networks for High-dimensional Nonparametric Regression and ClassificationCode1
Semantic Line Detection and Its ApplicationsCode1
NiftyNet: a deep-learning platform for medical imagingCode1
Attentional Factorization Machines: Learning the Weight of Feature Interactions via Attention NetworksCode1
Unsupervised Body Part Regression via Spatially Self-ordering Convolutional Neural NetworksCode1
Rgtsvm: Support Vector Machines on a GPU in RCode1
One-step and Two-step Classification for Abusive Language Detection on TwitterCode1
Multi-Task Learning Using Uncertainty to Weigh Losses for Scene Geometry and SemanticsCode1
TALL: Temporal Activity Localization via Language QueryCode1
Decision Stream: Cultivating Deep Decision TreesCode1
What Uncertainties Do We Need in Bayesian Deep Learning for Computer Vision?Code1
Model-Agnostic Meta-Learning for Fast Adaptation of Deep NetworksCode1
Tensor-on-tensor regressionCode1
Simple and Scalable Predictive Uncertainty Estimation using Deep EnsemblesCode1
SQuAD: 100,000+ Questions for Machine Comprehension of TextCode1
Mnemonic Descent Method: A recurrent process applied for end-to-end face alignmentCode1
Neural Random ForestsCode1
ranger: A Fast Implementation of Random Forests for High Dimensional Data in C++ and RCode1
Dropout as a Bayesian Approximation: Representing Model Uncertainty in Deep LearningCode1
Weight Uncertainty in Neural NetworksCode1
Real-Time Grasp Detection Using Convolutional Neural NetworksCode1
High-Speed Tracking with Kernelized Correlation FiltersCode1
Bayesian inference for logistic models using Polya-Gamma latent variablesCode1
Multi Expression ProgrammingCode1
Language Integration in Fine-Tuning Multimodal Large Language Models for Image-Based Regression—0
Second-Order Bounds for [0,1]-Valued Regression via Betting Loss—0
Imbalanced Regression Pipeline RecommendationCode0
Neural Network-Guided Symbolic Regression for Interpretable Descriptor Discovery in Perovskite Catalysts—0
Sparse Regression Codes exploit Multi-User Diversity without CSI—0
Bradley-Terry and Multi-Objective Reward Modeling Are Complementary—0
Active Learning for Manifold Gaussian Process RegressionCode0
Integrating Pharmacokinetics and Pharmacodynamics Modeling with Quantum Regression for Predicting Herbal Compound Toxicity—0
A Survey of Predictive Maintenance Methods: An Analysis of Prognostics via Classification and Regression—0
The Persistent Effects of Peru's Mining MITA: Double Machine Learning Approach—0
Identifiable Convex-Concave Regression via Sub-gradient Regularised Least Squares—0
Newtonian and Lagrangian Neural Networks: A Comparison Towards Efficient Inverse Dynamics Identification—0
GRASP: Grouped Regression with Adaptive Shrinkage PriorsCode0
Predicting Stock Market Crash with Bayesian Generalised Pareto Regression—0
Faster Low-Rank Approximation and Kernel Ridge Regression via the Block-Nyström Method—0
Empirical Models of the Time Evolution of SPX Option Prices—0
TRUST: Transparent, Robust and Ultra-Sparse Trees—0
CAWR: Corruption-Averse Advantage-Weighted Regression for Robust Policy OptimizationCode0
A Simplified Analysis of SGD for Linear Regression with Weight Averaging—0
Scaling-Up the Pretraining of the Earth Observation Foundation Model PhilEO to the MajorTOM DatasetCode0
Bayesian Hybrid Machine Learning of Gallstone Risk—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