Search Results for author: Aditya V. Nori

Found 3 papers, 0 papers with code

Beyond Words: A Mathematical Framework for Interpreting Large Language Models

no code implementations6 Nov 2023 Javier González, Aditya V. Nori

Large language models (LLMs) are powerful AI tools that can generate and comprehend natural language text and other complex information.

Robustness of Neural Networks: A Probabilistic and Practical Approach

no code implementations15 Feb 2019 Ravi Mangal, Aditya V. Nori, Alessandro Orso

Our algorithm uses abstract interpretation to approximate the behavior of a neural network and compute an overapproximation of the input regions that violate robustness.

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