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Learning Theory in the AI for Science Era: From Classical Foundations to Operator Learning
Unique Subedi
Operator learning has emerged as a powerful paradigm in scientific computing, with applications including surrogate modeling of partial...
A Statistical and Practical Study of Deploying Fair, Safe, and Productive AI
Seamus Somerstep
This thesis presents a series of results that study the deployment of fair, safe, and productive AI. We begin in Chapter one by both...
