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cs.LG2024
Data Efficient Evaluation of Large Language Models and Text-to-Image Models via Adaptive Sampling
Cong Xu, Gayathri Saranathan, Mahammad Parwez Alam +5
Evaluating LLMs and text-to-image models is a computationally intensive task often overlooked. Efficient evaluation is crucial for understanding the diverse capabilities of these m…
cs.LG2024
VTruST: Controllable value function based subset selection for Data-Centric Trustworthy AI
Soumi Das, Shubhadip Nag, Shreyyash Sharma +2
Trustworthy AI is crucial to the widespread adoption of AI in high-stakes applications with fairness, robustness, and accuracy being some of the key trustworthiness metrics. In thi…