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regression

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Showing 7401–7450 of 9424 papers

TitleStatusHype
Optimal Distributed Learning with Multi-pass Stochastic Gradient Methods—0
Accurate Uncertainties for Deep Learning Using Calibrated RegressionCode0
Nonconvex Optimization for Regression with Fairness ConstraintsCode0
The Well-Tempered Lasso—0
CRVI: Convex Relaxation for Variational Inference—0
An Iterative, Sketching-based Framework for Ridge Regression—0
Nonparametric Regression with Comparisons: Escaping the Curse of Dimensionality with Ordinal Information—0
Leveraging Well-Conditioned Bases: Streaming and Distributed Summaries in Minkowski p-Norms—0
Probabilistic Bisection with Spatial Metamodels—0
Fully Nonparametric Bayesian Additive Regression Trees—0
Spatiotemporal Prediction of Ambulance Demand using Gaussian Process Regression—0
Single Index Latent Variable Models for Network Topology Inference—0
Contextual bandits with surrogate losses: Margin bounds and efficient algorithms—0
Uncoupled isotonic regression via minimum Wasserstein deconvolution—0
Comment on: Decomposition of structural learning about directed acyclic graphs [1]—0
Scalable Gaussian Process Inference with Finite-data Mean and Variance Guarantees—0
Dropout-based Active Learning for Regression—0
Boulevard: Regularized Stochastic Gradient Boosted Trees and Their Limiting DistributionCode0
Manifold Structured Prediction—0
Conditional Sparse _p-norm Regression With Optimal Probability—0
EMPHASIS: An Emotional Phoneme-based Acoustic Model for Speech Synthesis System—0
On monitoring development indicators using high resolution satellite images—0
Does data interpolation contradict statistical optimality?—0
Person Re-Identification in Identity Regression Space—0
Overlapping Sliced Inverse Regression for Dimension Reduction—0
Neural-net-induced Gaussian process regression for function approximation and PDE solution—0
Resolution and accuracy of non-linear regression of PSF with artificial neural networks—0
Countdown Regression: Sharp and Calibrated Survival PredictionsCode0
Shift-Share Designs: Theory and InferenceCode0
How Bad is Good enough: Noisy annotations for instrument pose estimation—0
Lessons learned from the AutoML challenge—0
Non-Parametric Calibration of Probabilistic Regression—0
Estimation from Non-Linear Observations via Convex Programming with Application to Bilinear Regression—0
Employee Attrition Prediction—0
Learning Equations for Extrapolation and ControlCode0
Incremental Sparse Bayesian Ordinal RegressionCode0
Robust inference on the average treatment effect using the outcome highly adaptive lasso—0
Comparison-Based Random Forests—0
Subspace Embedding and Linear Regression with Orlicz Norm—0
On the exact minimization of saturated loss functions for robust regression and subspace estimation—0
On the Relationship between Data Efficiency and Error for Uncertainty SamplingCode0
Implicit Quantile Networks for Distributional Reinforcement LearningCode0
Autoregressive Quantile Networks for Generative ModelingCode0
Efficient sampling for Gaussian linear regression with arbitrary priors—0
Direct Automated Quantitative Measurement of Spine via Cascade Amplifier Regression NetworkCode0
End-to-End Parkinson Disease Diagnosis using Brain MR-Images by 3D-CNN—0
Overfitting or perfect fitting? Risk bounds for classification and regression rules that interpolate—0
Polynomial Regression As an Alternative to Neural NetsCode0
Improving Regression Performance with Distributional Losses—0
A Fast and Easy Regression Technique for k-NN Classification Without Using Negative Pairs—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