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regression

Papers

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Showing 1301–1350 of 9424 papers

TitleStatusHype
Efficient Algorithms for Multidimensional Segmented RegressionCode0
Efficient hybrid modeling and sorption model discovery for non-linear advection-diffusion-sorption systems: A systematic scientific machine learning approachCode0
Duluth UROP at SemEval-2018 Task 2: Multilingual Emoji Prediction with Ensemble Learning and OversamplingCode0
Efficient computation of predictive probabilities in probit models via expectation propagationCode0
Bayesian Inference Gaussian Process Multiproxy Alignment of Continuous Signals (BIGMACS): Applications for PaleoceanographyCode0
Efficient energy consumption prediction model for a data analytic-enabled industry building in a smart cityCode0
Dually Supervised Feature Pyramid for Object Detection and SegmentationCode0
Model-based Reinforcement Learning for Continuous Control with Posterior SamplingCode0
Dual-sPLS: a family of Dual Sparse Partial Least Squares regressions for feature selection and prediction with tunable sparsity; evaluation on simulated and near-infrared (NIR) dataCode0
Dynamic Bayesian Learning for Spatiotemporal Mechanistic ModelsCode0
Dual Instrumental Variable RegressionCode0
DR^2Track: Towards Real-Time Visual Tracking for UAV via Distractor Repressed Dynamic RegressionCode0
Efficient Smoothed Concomitant Lasso Estimation for High Dimensional RegressionCode0
Bayesian logistic regression for online recalibration and revision of risk prediction models with performance guaranteesCode0
DS-MLR: Exploiting Double Separability for Scaling up Distributed Multinomial Logistic RegressionCode0
Electron Energy Regression in the CMS High-Granularity Calorimeter PrototypeCode0
Dual-level Fuzzy Learning with Patch Guidance for Image Ordinal RegressionCode0
Dynamic CoVaR Modeling and EstimationCode0
Doubly Stochastic Variational Inference for Deep Gaussian ProcessesCode0
Domain Generalization by Functional RegressionCode0
A Benchmarking Dataset with 2440 Organic Molecules for Volume Distribution at Steady StateCode0
End-to-End Probabilistic Inference for Nonstationary Audio AnalysisCode0
Double Cross-fit Doubly Robust Estimators: Beyond Series RegressionCode0
Enhanced Feature Learning via Regularisation: Integrating Neural Networks and Kernel MethodsCode0
DoGR: Disaggregated Gaussian Regression for Reproducible Analysis of Heterogeneous DataCode0
Enhancing Kernel Flexibility via Learning Asymmetric Locally-Adaptive KernelsCode0
DL-Reg: A Deep Learning Regularization Technique using Linear RegressionCode0
DOLDA - a regularized supervised topic model for high-dimensional multi-class regressionCode0
Bayesian optimization for materials designCode0
Bayesian Approximate Kernel Regression with Variable SelectionCode0
A Deep Learning based Pipeline for Efficient Oral Cancer Screening on Whole Slide ImagesCode0
Environment Invariant Linear Least SquaresCode0
Bayesian quantile additive regression treesCode0
Epistemic Uncertainty in Conformal Scores: A Unified ApproachCode0
PDE-constrained Gaussian process surrogate modeling with uncertain data locationsCode0
DP-UTIL: Comprehensive Utility Analysis of Differential Privacy in Machine LearningCode0
The Complexity of Dynamic Least-Squares RegressionCode0
Estimating Distributional Treatment Effects in Randomized Experiments: Machine Learning for Variance ReductionCode0
Bayesian Regression MarketsCode0
ETran: Energy-Based Transferability EstimationCode0
Generalization Properties of Learning with Random FeaturesCode0
Estimating Train Delays in a Large Rail Network Using a Zero Shot Markov ModelCode0
Bayesian Approaches to Shrinkage and Sparse EstimationCode0
Bayesian Approaches to Distribution RegressionCode0
Adaptive Unimodal Cost Volume Filtering for Deep Stereo MatchingCode0
Analysis of Bootstrap and Subsampling in High-dimensional Regularized RegressionCode0
A Deep Neural Network Surrogate Modeling Benchmark for Temperature Field Prediction of Heat Source LayoutCode0
Evaluation for Regression Analyses on Evolving Data StreamsCode0
Distributional Reinforcement Learning with Quantile RegressionCode0
Bayesian Additive Main Effects and Multiplicative Interaction Models using Tensor Regression for Multi-environmental TrialsCode0
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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