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Vishwas Bhargava: Tensor decomposition algorithms via algebraic complexity
Description:
Explore tensor decomposition algorithms through the lens of algebraic complexity in this 52-minute lecture by Vishwas Bhargava. Delve into the fundamental connections between tensors and special depth 3 arithmetic circuits. Examine both worst-case and average-case algorithms for tensor decomposition, with a focus on a worst-case algorithm for decomposing low-rank tensors and an algebraic adaptation of the classic Jennrich's algorithm. Gain insights from this presentation, part of the Workshop on Tensors: Quantum Information, Complexity and Combinatorics held at the Centre de recherches mathématiques (CRM) in November 2022.

Tensor Decomposition Algorithms via Algebraic Complexity

Centre de recherches mathématiques - CRM
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