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Dependent random choice, statistical physics, and the local rank of tensors

SEMINARS: HARVARD-MIT COMBINATORICS

When: October 31, 2024
4:00 pm - 5:00 pm
Where: MIT 2-139
Speaker: Daniel Zhu (Princeton)

Recent work of the speaker and Guy Moshkovitz defined the local rank of a tensor, a generalization of matrix rank that in some sense sits in the middle of the structure vs. randomness dichotomy. However, it has some strange properties, such as being a tuple of integers as opposed to a single number, and being dependent on a choice of “base point”. The aim of this talk to discuss a general probabilistic idea, similar in spirit to dependent random choice and sampling algorithms from statistical physics, for finding structure in arbitrary d-partite d-uniform hypergraphs. We will then see how local rank and results involving it arise naturally from this idea.

For information about the Richard P. Stanley Seminar in Combinatorics, visit https://math.mit.edu/combin/