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TitleStatusHype
Differentially Private Estimation via Statistical Depth—0
Differentially Private Gaussian Processes—0
Differentially Private Geodesic and Linear Regression—0
Differentially Private Iterative Screening Rules for Linear Regression—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
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
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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