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Empowering Users on Social Media for Better Content Credibility
(Massachusetts Institute of Technology, 2023-09)
As misinformation raged on online social spaces and threatened people’s lives and even democracy, platforms rose as the authority on misinformation detection and moderation. However, concerns about freedom of speech and ...
Towards Biologically Plausible Deep Neural Networks
(Massachusetts Institute of Technology, 2024-02)
Human intelligence has long been a source of inspirations for developing artificial intelligence. Computational principles and components discovered in the human brain have been successfully applied to artificial systems. ...
Randomized Data Structures: New Perspectives and Hidden Surprises
(Massachusetts Institute of Technology, 2023-09)
This thesis revisits some of the oldest and most basic questions in the theory of randomized data structures—questions such as: How efficient is a linear probing hash table? How fast can you maintain a sorted array of ...