17 citations · 36 across the 13 of their papers we have counts for
3 papers · 1 filter
An Empirical Framework for Evaluating Semantic Preservation Using Hugging Face
Nan Jia, Anita Raja, Raffi Khatchadourian
As machine learning (ML) becomes an integral part of high-autonomy systems, it is critical to ensure the trustworthiness of learning-enabled software systems (LESS). Yet, the nonde…
LLM Output Drift: Cross-Provider Validation & Mitigation for Financial Workflows
Raffi Khatchadourian, Rolando Franco
Financial institutions deploy Large Language Models (LLMs) for reconciliations, regulatory reporting, and client communications, but nondeterministic outputs (output drift) undermi…
Speculative Automated Refactoring of Imperative Deep Learning Programs to Graph Execution
Raffi Khatchadourian, Tatiana Castro Vélez, Mehdi Bagherzadeh +2
Efficiency is essential to support ever-growing datasets, especially for Deep Learning (DL) systems. DL frameworks have traditionally embraced deferred execution-style DL code -- s…