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regression

Papers

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Showing 611–620 of 9424 papers

Title	Date	Tasks	Status	Hype
Disentangling Genotype and Environment Specific Latent Features for Improved Trait Prediction using a Compositional Autoencoder	Oct 25, 2024	Diversityregression	—Unverified	0
Noise-Aware Differentially Private Variational Inference	Oct 25, 2024	Bayesian Inferenceregression	—Unverified	0
Conformal Prediction for Multimodal Regression	Oct 25, 2024	Conformal PredictionPrediction	CodeCode Available	0
Target Strangeness: A Novel Conformal Prediction Difficulty Estimator	Oct 24, 2024	Conformal PredictionPrediction	CodeCode Available	0
Bilinear Sequence Regression: A Model for Learning from Long Sequences of High-dimensional Tokens	Oct 24, 2024	regression	CodeCode Available	0
Adjusted Overfitting Regression	Oct 24, 2024	Formregression	—Unverified	0
High-dimensional Analysis of Knowledge Distillation: Weak-to-Strong Generalization and Scaling Laws	Oct 24, 2024	Knowledge Distillationregression	—Unverified	0
LoRANN: Low-Rank Matrix Factorization for Approximate Nearest Neighbor Search	Oct 24, 2024	ClusteringGPU	CodeCode Available	2
Self-Supervised Learning for Time Series: A Review & Critique of FITS	Oct 23, 2024	regressionSelf-Supervised Learning	CodeCode Available	0
A Comprehensive Analysis on the Learning Curve in Kernel Ridge Regression	Oct 23, 2024	regression	—Unverified	0

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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