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Vaidehi Srinivas

PhD student, Northwestern University

1 paper at NeurIPS 2025

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Poster Session 2

Wednesday, December 3, 2025 · 4:30 PM → 7:30 PM

Exhibit Hall C,D,E

Guarantees for Alternating Least Squares in Overparameterized Tensor Decompositions

#5314 Spotlight · Dionysis Arvanitakis, Vaidehi Srinivas, Aravindan Vijayaraghavan

We prove that ALS with overparameterized rank $k=r^2$ achieves global convergence for decomposing rank $r$ tensors