SOTAVerified

regression

Papers

Showing 13511400 of 9424 papers

TitleStatusHype
The Complexity of Dynamic Least-Squares RegressionCode0
Explaining word embeddings with perfect fidelity: Case study in research impact predictionCode0
Evolving-Graph Gaussian ProcessesCode0
Flexible Heteroscedastic Count Regression with Deep Double Poisson NetworksCode0
Anchor Data AugmentationCode0
Exploring Bayesian approaches to eQTL mapping through probabilistic programmingCode0
Graph Neural Lasso for Dynamic Network RegressionCode0
Systematically designing better instance counting models on cell images with Neural Arithmetic Logic UnitsCode0
Bayesian Approaches to Shrinkage and Sparse EstimationCode0
Bayesian Approaches to Distribution RegressionCode0
Adaptive Unimodal Cost Volume Filtering for Deep Stereo MatchingCode0
Extrinsic Kernel Ridge Regression Classifier for Planar Kendall Shape SpaceCode0
A Deterministic Streaming Sketch for Ridge RegressionCode0
Face Alignment using a 3D Deeply-initialized Ensemble of Regression TreesCode0
Factor-Driven Two-Regime RegressionCode0
Analysis of Bootstrap and Subsampling in High-dimensional Regularized RegressionCode0
Fair Regression for Health Care SpendingCode0
Doubly Stochastic Variational Inference for Deep Gaussian ProcessesCode0
Bayesian Additive Main Effects and Multiplicative Interaction Models using Tensor Regression for Multi-environmental TrialsCode0
Double Cross-fit Doubly Robust Estimators: Beyond Series RegressionCode0
Bayesian adaptive and interpretable functional regression for exposure profilesCode0
Domain Generalization by Functional RegressionCode0
Dlib-ml: A Machine Learning ToolkitCode0
Bayesian Active Learning By Distribution DisagreementCode0
Ab Initio Nonparametric Variable Selection for Scalable Symbolic Regression with Large pCode0
fastFM: A Library for Factorization MachinesCode0
DL-Reg: A Deep Learning Regularization Technique using Linear RegressionCode0
Fast Instrument Learning with Faster RatesCode0
An Efficient and Effective Second-Order Training Algorithm for LSTM-based Adaptive LearningCode0
Bayes beats Cross Validation: Efficient and Accurate Ridge Regression via Expectation MaximizationCode0
Analysing the Behaviour of Tree-Based Neural Networks in Regression TasksCode0
Diverse Conditional Image Generation by Stochastic Regression with Latent Drop-Out CodesCode0
DoGR: Disaggregated Gaussian Regression for Reproducible Analysis of Heterogeneous DataCode0
Distribution Regression in Duration Analysis: an Application to Unemployment SpellsCode0
Fast, Provably convergent IRLS Algorithm for p-norm Linear RegressionCode0
Fast Screening Rules for Optimal Design via Quadratic Lasso ReformulationCode0
Distribution-Free Predictive Inference For RegressionCode0
Beyond Ensemble Averages: Leveraging Climate Model Ensembles for Subseasonal ForecastingCode0
Distribution Regression with Sliced Wasserstein KernelsCode0
Distributional Reinforcement Learning with Quantile RegressionCode0
Federated Learning From Big Data Over NetworksCode0
Fenrir: Physics-Enhanced Regression for Initial Value ProblemsCode0
An efficient projection neural network for _1-regularized logistic regressionCode0
Beyond Marginal Uncertainty: How Accurately can Bayesian Regression Models Estimate Posterior Predictive Correlations?Code0
BAST: Bayesian Additive Regression Spanning Trees for Complex Constrained DomainCode0
Disturbing Target Values for Neural Network RegularizationCode0
DOLDA - a regularized supervised topic model for high-dimensional multi-class regressionCode0
Beyond Sharing: Conflict-Aware Multivariate Time Series Anomaly DetectionCode0
Finding structure in data using multivariate tree boostingCode0
DP-UTIL: Comprehensive Utility Analysis of Differential Privacy in Machine LearningCode0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Neural NetworkR2 Score0.79Unverified
2Baseline RegressionR2 Score0.58Unverified
3Mimic / SurrogateR2 Score0.57Unverified
#ModelMetricClaimedVerifiedStatus
1Neural NetworkR2 Score0.86Unverified
2Baseline RegressionR2 Score0.59Unverified
3Mimic / SurrogateR2 Score0.58Unverified
#ModelMetricClaimedVerifiedStatus
1Neural NetworkR2 Score0.87Unverified
2Baseline RegressionR2 Score0.78Unverified
3Mimic / SurrogateR2 Score0.78Unverified
#ModelMetricClaimedVerifiedStatus
1Neural NetworkR2 Score0.98Unverified
2Baseline RegressionR2 Score-0.01Unverified
3Mimic / SurrogateR2 Score-0.01Unverified
#ModelMetricClaimedVerifiedStatus
1XGBoost-MACCSmicro-averaged RMSE0.93Unverified
2RF-ToxPrintchemical macro-average RMSE0.85Unverified
#ModelMetricClaimedVerifiedStatus
1Linear and Decision Tree RegressionR Squared86.84Unverified