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Papers

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Showing 331–340 of 9424 papers

Title	Date	Tasks	Status	Hype
Scaling Law for Stochastic Gradient Descent in Quadratically Parameterized Linear Regression	Feb 13, 2025	Generalization BoundsLearning Theory	—Unverified	0
Predicting Cognitive Decline: A Multimodal AI Approach to Dementia Screening from Speech	Feb 13, 2025	Classificationregression	—Unverified	0
Fast Tensor Completion via Approximate Richardson Iteration	Feb 13, 2025	regressionTensor Decomposition	—Unverified	0
Recurrent Memory for Online Interdomain Gaussian Processes	Feb 12, 2025	Computational EfficiencyGaussian Processes	—Unverified	0
Necessary and Sufficient Oracles: Toward a Computational Taxonomy For Reinforcement Learning	Feb 12, 2025	regressionReinforcement Learning (RL)	—Unverified	0
Analysis of Overparameterization in Continual Learning under a Linear Model	Feb 11, 2025	Continual Learningregression	—Unverified	0
Evaluation for Regression Analyses on Evolving Data Streams	Feb 11, 2025	regression	CodeCode Available	0
Causal Additive Models with Unobserved Causal Paths and Backdoor Paths	Feb 11, 2025	Additive modelsCausal Discovery	—Unverified	0
Uniform Kernel Prober	Feb 11, 2025	Predictionregression	CodeCode Available	0
Epistemic Uncertainty in Conformal Scores: A Unified Approach	Feb 10, 2025	Conformal PredictionGaussian Processes	CodeCode Available	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