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SYNC: A Copula based Framework for Generating Synthetic Data from Aggregated ...
A synthetic dataset is a data object that is generated programmatically, and it may be valuable to creating a single dataset from multiple sources when direct collection is... -
EVA: Generating Longitudinal Electronic Health Records Using Conditional Vari...
Synthetic EHRs can offer a potential solution as they yield a database that is beyond de-identification hence immune to re-identification, while preserving temporal patterns in... -
Intrusion dataset
The dataset used in this paper is the Intrusion dataset, which comprises 494,021 samples and 39 information characteristics used to classify connections in a military network... -
King dataset
The dataset used in this paper is the King dataset, which is a regression dataset containing 21,613 house sale prices for King County, Washington, including Seattle. -
News dataset
The dataset used in the paper is a semi-synthetic news dataset, which simulates a dynamic ranking problem on a set of news articles belonging to two groups (left-leaning and... -
House Rooms
House Rooms dataset is a synthetic dataset for monocular depth estimation. -
Unreal Engine
Unreal Engine dataset is a synthetic dataset for monocular depth estimation. -
Domain-Transferred Synthetic Data Generation for Improving Monocular Depth Es...
A method of data generation in simulation using 3D synthetic environments and CycleGAN domain transfer. -
Synthetic Data
The dataset used in the paper is a synthetic dataset for off-policy contextual bandits, with contexts x ∈ X, a finite set of actions A, and bounded real rewards r ∈ A → [0, 1]. -
Adult dataset
A commonly observed pattern in machine learning models is an underprediction of the target feature, with the model’s predicted target rate for members of a given category...
