Search Results for author: Annie Wang

Found 2 papers, 0 papers with code

Dissecting Hessian: Understanding Common Structure of Hessian in Neural Networks

no code implementations8 Oct 2020 Yikai Wu, Xingyu Zhu, Chenwei Wu, Annie Wang, Rong Ge

We can analyze the properties of these smaller matrices and prove the structure of top eigenspace random 2-layer networks.

Generalization Bounds

Exploring the MIT Mathematics and EECS Curriculum Using Large Language Models

no code implementations15 Jun 2023 Sarah J. Zhang, Samuel Florin, Ariel N. Lee, Eamon Niknafs, Andrei Marginean, Annie Wang, Keith Tyser, Zad Chin, Yann Hicke, Nikhil Singh, Madeleine Udell, Yoon Kim, Tonio Buonassisi, Armando Solar-Lezama, Iddo Drori

We curate a comprehensive dataset of 4, 550 questions and solutions from problem sets, midterm exams, and final exams across all MIT Mathematics and Electrical Engineering and Computer Science (EECS) courses required for obtaining a degree.

Electrical Engineering Few-Shot Learning +3

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