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Multi-target regression

Papers

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Showing 1–35 of 35 papers

TitleStatusHype
Materials Representation and Transfer Learning for Multi-Property PredictionCode1
A new framework for experimental design using Bayesian Evidential Learning: the case of wellhead protection areaCode1
Neural Unsigned Distance Fields for Implicit Function LearningCode1
Learning the Pareto Front with HypernetworksCode1
DATE: Dual Attentive Tree-aware Embedding for Customs Fraud DetectionCode1
Boosting on the shoulders of giants in quantum device calibrationCode1
Regularization via f-Divergence: An Application to Multi-Oxide Spectroscopic AnalysisCode0
Utilizing Data Fingerprints for Privacy-Preserving Algorithm Selection in Time Series Classification: Performance and Uncertainty Estimation on Unseen DatasetsCode0
Multi-Task Learning with Multi-Task Optimization—0
TMPNN: High-Order Polynomial Regression Based on Taylor Map FactorizationCode0
Local Interpretability of Random Forests for Multi-Target RegressionCode0
JGPR: a computationally efficient multi-target Gaussian process regression algorithmCode0
Comparison of single and multitask learning for predicting cognitive decline based on MRI dataCode0
Robust Regression via Model Based Methods—0
Conformal Uncertainty Sets for Robust Optimization—0
Multi-target prediction for dummies using two-branch neural networks—0
Copula-based conformal prediction for Multi-Target Regression—0
Multi-target normal behaviour models for wind farm condition monitoring—0
Deep tree-ensembles for multi-output prediction—0
Deep Hurdle Networks for Zero-Inflated Multi-Target Regression: Application to Multiple Species Abundance Estimation—0
Feature Ranking for Semi-supervised Learning—0
Approaches For Multi-View Redescription Mining—0
Deep Multimodal Transfer-Learned Regression in Data-Poor DomainsCode0
PowerPlanningDL: Reliability-Aware Framework for On-Chip Power Grid Design using Deep Learning—0
Multi-target regression via output space quantization—0
Optimistic bounds for multi-output prediction—0
Improved prediction of soil properties with Multi-target Stacked Generalisation on EDXRF spectra—0
Optimistic bounds for multi-output learning—0
INTEL-TAU: A Color Constancy DatasetCode0
Towards meta-learning for multi-target regression problems—0
Outlier Robust Extreme Learning Machine for Multi-Target Regression—0
Online Multi-target regression trees with stacked leaf models—0
Orders-of-magnitude speedup in atmospheric chemistry modeling through neural network-based emulation—0
Multi-Target Regression via Random Linear Target Combinations—0
Multi-Target Regression via Input Space Expansion: Treating Targets as Inputs—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Base boostingAverage mean absolute error1.05—Unverified