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Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 3721–3730 of 9424 papers

Title	Date	Tasks	Status	Hype	Score
Generalization and Robustness of Batched Weighted Average Algorithm with V-geometrically Ergodic Markov Data	Jun 12, 2014	General Classificationregression	—Unverified	0	0
Generalization bound for kernel similarity learning	Oct 12, 2016	regression	—Unverified	0	0
A Consistent Estimator for Confounding Strength	Nov 3, 2022	regression	—Unverified	0	0
ERQ: Error Reduction for Post-Training Quantization of Vision Transformers	Jul 9, 2024	Quantizationregression	—Unverified	0	0
ERM and RERM are optimal estimators for regression problems when malicious outliers corrupt the labels	Oct 24, 2019	regression	—Unverified	0	0
Generalization Certificates for Adversarially Robust Bayesian Linear Regression	Feb 20, 2025	Adversarial RobustnessBayesian Inference	—Unverified	0	0
Equivariant Representation Learning for Symmetry-Aware Inference with Guarantees	May 26, 2025	regressionRepresentation Learning	—Unverified	0	0
Generalization Error Curves for Analytic Spectral Algorithms under Power-law Decay	Jan 3, 2024	regression	—Unverified	0	0
Generalization Error for Linear Regression under Distributed Learning	Apr 30, 2020	regression	—Unverified	0	0
Calibrated Multivariate Regression with Localized PIT Mappings	Sep 17, 2024	regression	—Unverified	0	0

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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