6 citations · 20 across the 12 of their papers we have counts for
4 papers · 1 filter
AEGIS: Online Adaptive AI Content Safety Moderation with Ensemble of LLM Experts
Shaona Ghosh, Prasoon Varshney, Erick Galinkin +1
As Large Language Models (LLMs) and generative AI become more widespread, the content safety risks associated with their use also increase. We find a notable deficiency in high-qua…
Robustness and Usefulness in AI Explanation Methods
Erick Galinkin
Explainability in machine learning has become incredibly important as machine learning-powered systems become ubiquitous and both regulation and public sentiment begin to demand an…
Who's Afraid of Thomas Bayes?
Erick Galinkin
In many cases, neural networks perform well on test data, but tend to overestimate their confidence on out-of-distribution data. This has led to adoption of Bayesian neural network…
Malicious Network Traffic Detection via Deep Learning: An Information Theoretic View
Erick Galinkin
The attention that deep learning has garnered from the academic community and industry continues to grow year over year, and it has been said that we are in a new golden age of art…