2 papers
cs.LG2025
Small Loss Bounds for Online Learning Separated Function Classes: A Gaussian Process Perspective
Adam Block, Abhishek Shetty
In order to develop practical and efficient algorithms while circumventing overly pessimistic computational lower bounds, recent work has been interested in developing oracle-effic…
cs.CR2025
GaussMark: A Practical Approach for Structural Watermarking of Language Models
Adam Block, Ayush Sekhari, Alexander Rakhlin
Recent advances in Large Language Models (LLMs) have led to significant improvements in natural language processing tasks, but their ability to generate human-quality text raises s…