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regression

Papers

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Showing 7351–7400 of 9424 papers

TitleStatusHype
Gaussian Processes and Kernel Methods: A Review on Connections and Equivalences—0
A Structured Prediction Approach for Label RankingCode0
A Semi-parametric Realized Joint Value-at-Risk and Expected Shortfall Regression Framework—0
Fixed Effects and the Generalized Mundlak EstimatorCode1
Logistic Regression, Neural Networks and Dempster-Shafer Theory: a New Perspective—0
Denoising Auto-encoder with Recurrent Skip Connections and Residual Regression for Music Source Separation—0
Revisiting Perspective Information for Efficient Crowd Counting—0
Unbiased Image Style Transfer—0
Breast Cancer Diagnosis via Classification Algorithms—0
Learning concise representations for regression by evolving networks of treesCode1
One-Class Kernel Spectral Regression—0
Deep convolutional encoder-decoder networks for uncertainty quantification of dynamic multiphase flow in heterogeneous mediaCode0
CRVI: Convex Relaxation for Variational Inference—0
Optimal Tuning for Divide-and-conquer Kernel Ridge Regression with Massive Data—0
An Iterative, Sketching-based Framework for Ridge Regression—0
The Well-Tempered Lasso—0
Variable Selection via Penalized Neural Network: a Drop-Out-One Loss Approach—0
Nonparametric Regression with Comparisons: Escaping the Curse of Dimensionality with Ordinal Information—0
Nonconvex Optimization for Regression with Fairness ConstraintsCode0
Optimal Distributed Learning with Multi-pass Stochastic Gradient Methods—0
Leveraging Well-Conditioned Bases: Streaming and Distributed Summaries in Minkowski p-Norms—0
Randomized Block Cubic Newton Method—0
Accurate Uncertainties for Deep Learning Using Calibrated RegressionCode0
Probabilistic Bisection with Spatial Metamodels—0
Fully Nonparametric Bayesian Additive Regression Trees—0
Contextual bandits with surrogate losses: Margin bounds and efficient algorithms—0
Single Index Latent Variable Models for Network Topology Inference—0
Spatiotemporal Prediction of Ambulance Demand using Gaussian Process Regression—0
Comment on: Decomposition of structural learning about directed acyclic graphs [1]—0
Uncoupled isotonic regression via minimum Wasserstein deconvolution—0
EMPHASIS: An Emotional Phoneme-based Acoustic Model for Speech Synthesis System—0
Manifold Structured Prediction—0
Conditional Sparse _p-norm Regression With Optimal Probability—0
Scalable Gaussian Process Inference with Finite-data Mean and Variance Guarantees—0
Boulevard: Regularized Stochastic Gradient Boosted Trees and Their Limiting DistributionCode0
Dropout-based Active Learning for Regression—0
On monitoring development indicators using high resolution satellite images—0
Person Re-Identification in Identity Regression Space—0
Does data interpolation contradict statistical optimality?—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
Lessons learned from the AutoML challenge—0
Shift-Share Designs: Theory and InferenceCode0
Non-Parametric Calibration of Probabilistic Regression—0
How Bad is Good enough: Noisy annotations for instrument pose estimation—0
Employee Attrition Prediction—0
Estimation from Non-Linear Observations via Convex Programming with Application to Bilinear Regression—0
Learning Equations for Extrapolation and ControlCode0
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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