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regression

Papers

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Showing 6501–6550 of 9424 papers

TitleStatusHype
Policy Evaluation with Latent Confounders via Optimal BalanceCode0
Model inference for Ordinary Differential Equations by parametric polynomial kernel regression—0
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
Simultaneous Clustering and Optimization for Evolving Datasets—0
Measuring the Algorithmic Convergence of Randomized Ensembles: The Regression Setting—0
BCD-Net for Low-dose CT Reconstruction: Acceleration, Convergence, and Generalization—0
RuleKit: A Comprehensive Suite for Rule-Based LearningCode1
Differential Privacy for Sparse Classification Learning—0
Deep ReLU network approximation of functions on a manifold—0
Integrating Spatial Configuration into Heatmap Regression Based CNNs for Landmark LocalizationCode1
Distilling Knowledge From a Deep Pose Regressor Network—0
Quality Estimation and Translation Metrics via Pre-trained Word and Sentence Embeddings—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
Airbnb Price Prediction Using Machine Learning and Sentiment AnalysisCode0
Tackling Ordinal Regression Problem for Heterogeneous Data: Sparse and Deep Multi-Task Learning Approaches—0
LassoNet: A Neural Network with Feature SparsityCode1
Uncertainty in Model-Agnostic Meta-Learning using Variational Inference—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
Unifying Structure Analysis and Surrogate-driven Function Regression for Glaucoma OCT Image Screening—0
Momentum-Net: Fast and convergent iterative neural network for inverse problems—0
Modelling Regional Crime Risk using Directed Graph of Check-ins—0
Towards meta-learning for multi-target regression problems—0
Deep Learning Models to Predict Pediatric Asthma Emergency Department Visits—0
Graph Neural Lasso for Dynamic Network RegressionCode0
MultiDepth: Single-Image Depth Estimation via Multi-Task Regression and ClassificationCode0
Forecasting Mobile Traffic with Spatiotemporal correlation using Deep Regression—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 Generative Quantile-Copula Models for Probabilistic Forecasting—0
Invertible Network for Classification and Biomarker Selection for ASDCode0
Deep Differentiable Random Forests for Age Estimation—0
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
Reservoir Computing Models for Patient-Adaptable ECG Monitoring in Wearable Devices—0
Direct Quantification for Coronary Artery Stenosis Using Multiview Learning—0
Bayesian Inference Gaussian Process Multiproxy Alignment of Continuous Signals (BIGMACS): Applications for PaleoceanographyCode0
Fair quantile regression—0
Kernel Mode Decomposition and programmable/interpretable regression networksCode0
Leveraging Knowledge Bases And Parallel Annotations For Music Genre TranslationCode1
Least Angle Regression in Tangent Space and LASSO for Generalized Linear Models—0
Subspace Inference for Bayesian Deep LearningCode0
Output-weighted optimal sampling for Bayesian regression and rare event statistics using few samples—0
SubTSBR to tackle high noise and outliers for data-driven discovery of differential equations—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