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Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 2111–2120 of 9424 papers

Title	Date	Tasks	Status	Hype	Score
Adaptive Bayesian Multivariate Spline Knot Inference with Prior Specifications on Model Complexity	May 22, 2024	Denoisingregression	CodeCode Available	0	5
Dirac Delta Regression: Conditional Density Estimation with Clinical Trials	May 24, 2019	Causal InferenceDensity Estimation	CodeCode Available	0	5
Discovery of sparse hysteresis models for piezoelectric materials	Feb 10, 2023	regression	CodeCode Available	0	5
Distilling and Transferring Knowledge via cGAN-generated Samples for Image Classification and Regression	Apr 7, 2021	General Classificationimage-classification	CodeCode Available	0	5
Differentially Private Kernel Inducing Points using features from ScatterNets (DP-KIP-ScatterNet) for Privacy Preserving Data Distillation	Jan 31, 2023	GPUPrivacy Preserving	CodeCode Available	0	5
Differentially Private Image Classification from Features	Nov 24, 2022	Classificationimage-classification	CodeCode Available	0	5
Differentially Private Post-Processing for Fair Regression	May 7, 2024	Density EstimationFairness	CodeCode Available	0	5
Differentially Private Distributed Bayesian Linear Regression with MCMC	Jan 31, 2023	Bayesian InferencePrivacy Preserving	CodeCode Available	0	5
Differentially Private Bootstrap: New Privacy Analysis and Inference Strategies	Oct 12, 2022	Privacy Preservingquantile regression	CodeCode Available	0	5
Differentially Private Ensemble Classifiers for Data Streams	Dec 9, 2021	regression	CodeCode Available	0	5

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All datasets California Housing Prices Concrete Compressive Strength Medical Cost Personal Dataset Synthetic: y = x * sin x ADORE Car_Price_Prediction

Benchmark Results

#	Model	Metric	Claimed	Verified	Status
1	Neural Network	R2 Score	0.79	—	Unverified
2	Baseline Regression	R2 Score	0.58	—	Unverified
3	Mimic / Surrogate	R2 Score	0.57	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Neural Network	R2 Score	0.86	—	Unverified
2	Baseline Regression	R2 Score	0.59	—	Unverified
3	Mimic / Surrogate	R2 Score	0.58	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Neural Network	R2 Score	0.87	—	Unverified
2	Baseline Regression	R2 Score	0.78	—	Unverified
3	Mimic / Surrogate	R2 Score	0.78	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Neural Network	R2 Score	0.98	—	Unverified
2	Baseline Regression	R2 Score	-0.01	—	Unverified
3	Mimic / Surrogate	R2 Score	-0.01	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	XGBoost-MACCS	micro-averaged RMSE	0.93	—	Unverified
2	RF-ToxPrint	chemical macro-average RMSE	0.85	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Linear and Decision Tree Regression	R Squared	86.84	—	Unverified