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regression

Papers

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Showing 6551–6600 of 9424 papers

TitleStatusHype
Shape-Aware Complementary-Task Learning for Multi-Organ SegmentationCode0
Critical Decisions for Asset Allocation via Penalized Quantile Regression—0
Left Ventricle Quantification Using Direct Regression with Segmentation Regularization and Ensembles of Pretrained 2D and 3D CNNs—0
Variational Autoencoded Regression: High Dimensional Regression of Visual Data on Complex Manifold—0
Attentive Deep Regression Networks for Real-Time Visual Face Tracking in Video SurveillanceCode0
Top performing stocks recommendation strategy for portfolio—0
CensNet: Convolution with Edge-Node Switching in Graph Neural Networks—0
SCAR: Spatial-/Channel-wise Attention Regression Networks for Crowd Counting—0
A Survey of Tuning Parameter Selection for High-dimensional Regression—0
Multivariate Convolutional Sparse Coding with Low Rank Tensor—0
Measurable Counterfactual Local Explanations for Any Classifier—0
Comparison of Artificial Intelligence Techniques for Project Conceptual Cost Prediction—0
Regression Constraint for an Explainable Cervical Cancer Classifier—0
Model inference for Ordinary Differential Equations by parametric polynomial kernel regression—0
Policy Evaluation with Latent Confounders via Optimal BalanceCode0
Mass Estimation from Images using Deep Neural Network and Sparse Ground Truth—0
Nonparametric Regression on Low-Dimensional Manifolds using Deep ReLU Networks : Function Approximation and Statistical Recovery—0
Measuring the Algorithmic Convergence of Randomized Ensembles: The Regression Setting—0
BCD-Net for Low-dose CT Reconstruction: Acceleration, Convergence, and Generalization—0
Simultaneous Clustering and Optimization for Evolving Datasets—0
Distilling Knowledge From a Deep Pose Regressor Network—0
Differential Privacy for Sparse Classification Learning—0
Deep ReLU network approximation of functions on a manifold—0
Modeling Daily Pan Evaporation in Humid Climates Using Gaussian Process Regression—0
ST MADAR 2019 Shared Task: Arabic Fine-Grained Dialect Identification—0
Regression or classification? Automated Essay Scoring for Norwegian—0
Analysing Rhetorical Structure as a Key Feature of Summary Coherence—0
Quality Estimation and Translation Metrics via Pre-trained Word and Sentence Embeddings—0
Airbnb Price Prediction Using Machine Learning and Sentiment AnalysisCode0
Tackling Ordinal Regression Problem for Heterogeneous Data: Sparse and Deep Multi-Task Learning Approaches—0
Effective and efficient ROI-wise visual encoding using an end-to-end CNN regression model and selective optimizationCode0
Bayesian Robustness: A Nonasymptotic Viewpoint—0
Uncertainty in Model-Agnostic Meta-Learning using Variational Inference—0
Momentum-Net: Fast and convergent iterative neural network for inverse problems—0
Unifying Structure Analysis and Surrogate-driven Function Regression for Glaucoma OCT Image Screening—0
Towards meta-learning for multi-target regression problems—0
Forecasting Mobile Traffic with Spatiotemporal correlation using Deep Regression—0
MultiDepth: Single-Image Depth Estimation via Multi-Task Regression and ClassificationCode0
Graph Neural Lasso for Dynamic Network RegressionCode0
Deep Learning Models to Predict Pediatric Asthma Emergency Department Visits—0
Modelling Regional Crime Risk using Directed Graph of Check-ins—0
Deep Generative Quantile-Copula Models for Probabilistic Forecasting—0
Deep Learning-Based Least Square Forward-Backward Stochastic Differential Equation Solver for High-Dimensional Derivative Pricing—0
Dual Grid Net: hand mesh vertex regression from single depth maps—0
Classified Regression for Bayesian Optimization: Robot Learning with Unknown Penalties—0
Deep Differentiable Random Forests for Age Estimation—0
Invertible Network for Classification and Biomarker Selection for ASDCode0
Gaussian Process Regression for Pricing Variable Annuities with Stochastic Volatility and Interest Rate—0
Hyperlink Regression via Bregman Divergence—0
Reg R-CNN: Lesion Detection and Grading under Noisy LabelsCode0
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All datasetsCalifornia Housing PricesConcrete Compressive StrengthMedical Cost Personal DatasetSynthetic: y = x * sin xADORECar_Price_Prediction

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