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regression

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Showing 2501–2550 of 9424 papers

TitleStatusHype
A maximum principle argument for the uniform convergence of graph Laplacian regressors—0
Differentiable Genetic Programming for High-dimensional Symbolic Regression—0
Deep neural operators can serve as accurate surrogates for shape optimization: A case study for airfoils—0
Differentiable Optimal Adversaries for Learning Fair Representations—0
An Aggregation Method for Sparse Logistic Regression—0
Differentiable Programming for Piecewise Polynomial Functions—0
Deep Neural Networks to Recover Unknown Physical Parameters from Oscillating Time Series—0
Differential Analysis of Directed Networks—0
Differentially Private Bayesian Inference for Generalized Linear Models—0
Bank Card Usage Prediction Exploiting Geolocation Information—0
BAPGAN: GAN-based Bone Age Progression of Femur and Phalange X-ray Images—0
An algebraic-geometric approach for linear regression without correspondences—0
Differentially Private _1-norm Linear Regression with Heavy-tailed Data—0
Barely Biased Learning for Gaussian Process Regression—0
Auto-Evaluation with Few Labels through Post-hoc Regression—0
Differentially Private Gaussian Processes—0
Differentially Private Geodesic and Linear Regression—0
BART-based inference for Poisson processes—0
Adaptive Optimization for Prediction with Missing Data—0
An Alternative Graphical Lasso Algorithm for Precision Matrices—0
Differentially Private Learning Beyond the Classical Dimensionality Regime—0
Differentially Private Linear Regression over Fully Decentralized Datasets—0
Differentially-Private Logistic Regression for Detecting Multiple-SNP Association in GWAS Databases—0
Differentially Private Log-Location-Scale Regression Using Functional Mechanism—0
Balance is key: Private median splits yield high-utility random trees—0
Differentially Private Model Personalization—0
Differentially Private Multi-Party Data Release for Linear Regression—0
Differentially Private Nonparametric Regression Under a Growth Condition—0
Differentially Private Ordinary Least Squares—0
Batches Stabilize the Minimum Norm Risk in High Dimensional Overparameterized Linear Regression—0
Differentially Private Recursive Least Squares Estimation for ARX Systems with Multi-Participants—0
Differentially Private Regression and Classification with Sparse Gaussian Processes—0
Differentially Private Regression for Discrete-Time Survival Analysis—0
Differentially Private Regression with Unbounded Covariates—0
Differentially Private Simple Linear Regression—0
Differentially private sliced inverse regression in the federated paradigm—0
Differentially Private Sliced Inverse Regression: Minimax Optimality and Algorithm—0
Differentially Private Sparse Linear Regression with Heavy-tailed Responses—0
Differential Performance Debugging with Discriminant Regression Trees—0
Differential Privacy for Sparse Classification Learning—0
Differential Privacy Mechanisms in Neural Tangent Kernel Regression—0
Diffuse and Disperse: Image Generation with Representation Regularization—0
Achieving Online Regression Performance of LSTMs with Simple RNNs—0
Diffusion-based Semi-supervised Spectral Algorithm for Regression on Manifolds—0
Diffusion-Based Symbolic Regression—0
Analysis and Mortality Prediction using Multiclass Classification for Older Adults with Type 2 Diabetes—0
Diffusion index forecasts under weaker loadings: PCA, ridge regression, and random projections—0
Deep Neural Networks for Object Detection—0
Autoencoder Watchdog Outlier Detection for Classifiers—0
A Mathematical Programming Approach for Integrated Multiple Linear Regression Subset Selection and Validation—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