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Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 2231–2240 of 9424 papers

Title	Date	Tasks	Status	Hype	Score
Diagnostic Tool for Out-of-Sample Model Evaluation	Jun 22, 2022	Diagnosticmodel	CodeCode Available	0	5
Adapting to Change: Robust Counterfactual Explanations in Dynamic Data Landscapes	Aug 4, 2023	Binary ClassificationContrastive Learning	CodeCode Available	0	5
Dictionary-based Manifold Learning	Feb 1, 2023	regression	CodeCode Available	0	5
Differentially Private Bootstrap: New Privacy Analysis and Inference Strategies	Oct 12, 2022	Privacy Preservingquantile regression	CodeCode Available	0	5
Exploration of register-dependent lexical semantics using word embeddings	Dec 1, 2016	General Classificationregression	CodeCode Available	0	5
Deep clustering: On the link between discriminative models and K-means	Oct 9, 2018	ClusteringDeep Clustering	CodeCode Available	0	5
Deep convolutional encoder-decoder networks for uncertainty quantification of dynamic multiphase flow in heterogeneous media	Jul 2, 2018	Computational EfficiencyDecoder	CodeCode Available	0	5
Attention-based Interpretable Regression of Gene Expression in Histology	Aug 29, 2022	regression	CodeCode Available	0	5
Dimensionality reduction, regularization, and generalization in overparameterized regressions	Nov 23, 2020	Data PoisoningDimensionality Reduction	CodeCode Available	0	5
Deterministic error bounds for kernel-based learning techniques under bounded noise	Aug 10, 2020	Gaussian Processesregression	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