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Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 1401–1410 of 9424 papers

Title	Date	Tasks	Status	Hype	Score
First-Order Manifold Data Augmentation for Regression Learning	Jun 16, 2024	Data Augmentationregression	CodeCode Available	0	5
First-order Optimization for Superquantile-based Supervised Learning	Sep 30, 2020	BIG-bench Machine Learningregression	CodeCode Available	0	5
Fixed-Form Variational Posterior Approximation through Stochastic Linear Regression	Jun 28, 2012	Formregression	CodeCode Available	0	5
Flat Minima in Linear Estimation and an Extended Gauss Markov Theorem	Nov 18, 2023	regression	CodeCode Available	0	5
DOLDA - a regularized supervised topic model for high-dimensional multi-class regression	Jan 31, 2016	General ClassificationMulti-class Classification	CodeCode Available	0	5
Flexible Heteroscedastic Count Regression with Deep Double Poisson Networks	Jun 13, 2024	Crowd CountingOut-of-Distribution Detection	CodeCode Available	0	5
DP-UTIL: Comprehensive Utility Analysis of Differential Privacy in Machine Learning	Dec 24, 2021	BIG-bench Machine LearningInference Attack	CodeCode Available	0	5
Distributional conformal prediction	Sep 17, 2019	Conformal Predictioncounterfactual	CodeCode Available	0	5
Distributed Variational Inference in Sparse Gaussian Process Regression and Latent Variable Models	Feb 6, 2014	Dimensionality ReductionGaussian Processes	CodeCode Available	0	5
BART: Bayesian additive regression trees	Jun 19, 2008	Causal InferenceDrug Discovery	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