Search Results for author: Vinay M. S.

Found 2 papers, 0 papers with code

In-Context Learning Demonstration Selection via Influence Analysis

no code implementations19 Feb 2024 Vinay M. S., Minh-Hao Van, Xintao Wu

Despite its multiple benefits, ICL generalization performance is sensitive to the selected demonstrations.

Few-Shot Learning In-Context Learning

Robust Fraud Detection via Supervised Contrastive Learning

no code implementations19 Aug 2023 Vinay M. S., Shuhan Yuan, Xintao Wu

In many real-world scenarios, only a few labeled malicious and a large amount of normal sessions are available.

Contrastive Learning Data Augmentation +1

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