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regression

Papers

Showing 65516575 of 9424 papers

TitleStatusHype
Towards Optimal Sobolev Norm Rates for the Vector-Valued Regularized Least-Squares Algorithm0
Towards Practical Robustness Auditing for Linear Regression0
Towards Reliable Uncertainty Quantification via Deep Ensembles in Multi-output Regression Task0
Towards Regression-Free Neural Networks for Diverse Compute Platforms0
Towards Robust Probabilistic Modeling on SO(3) via Rotation Laplace Distribution0
Towards Self-Supervised Covariance Estimation in Deep Heteroscedastic Regression0
Towards simple time-to-event modeling: optimizing neural networks via rank regression0
Towards Speaker Age Estimation with Label Distribution Learning0
Towards Uncertainties in Deep Learning that Are Accurate and Calibrated0
Towards Understanding Epoch-wise Double descent in Two-layer Linear Neural Networks0
Towards Unsupervised Crowd Counting via Regression-Detection Bi-knowledge Transfer0
Towards Unsupervised Single-Channel Blind Source Separation using Adversarial Pair Unmix-and-Remix0
Towards Vertical Privacy-Preserving Symbolic Regression via Secure Multiparty Computation0
Toward the Fully Physics-Informed Echo State Network -- an ODE Approximator Based on Recurrent Artificial Neurons0
A data-driven analysis on the mediation effect of compartment models between control measures and COVID-19 epidemics0
TPE-Net: Track Point Extraction and Association Network for Rail Path Proposal Generation0
TractGeoNet: A geometric deep learning framework for pointwise analysis of tract microstructure to predict language assessment performance0
Trade Openness, Tariffs and Economic Growth: An Empirical Study from Countries of G-200
Traditional Machine Learning for Pitch Detection0
Traffic Modelling and Prediction via Symbolic Regression on Road Sensor Data0
Trained Transformers Learn Linear Models In-Context0
Training Experimentally Robust and Interpretable Binarized Regression Models Using Mixed-Integer Programming0
Training-Free Uncertainty Estimation for Dense Regression: Sensitivity as a Surrogate0
Training L1-Regularized Models with Orthant-Wise Passive Descent Algorithms0
Training (Overparametrized) Neural Networks in Near-Linear Time0
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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