Abstract
A method and system for data augmentation for learning of tabular data and, more specifically, a method and system for representation-level data augmentation for improving performance of self-supervised learning (SSL) in tabular data.
Full Text
What is claimed is:
A method and system for data augmentation for learning of tabular data and, more specifically, a method and system for representation-level data augmentation for improving performance of self-supervised learning (SSL) in tabular data.
Timeline
Filed
05/12/2026Published
09/10/2026Granted
Not AvailableIPC Codes(2)
G06N 3/0895:Weakly supervised learning, e.g. semi-supervised or self-supervised learning
G06N 3/0455:Auto-encoder networks; Encoder-decoder networks