COMPLEX: A Closed-Form Certified Embedding of Multiparameter Persistence Modules

arXiv:2609.22012 · cs.LG, math.AT · Submitted 2026-09-18 · Read on arXiv

cs.LG, math.AT

Submitted: 2026-09-18

Updated: 2026-09-18

Comments: 40 pages, 2 figures, 10 tables

License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/

Terminology

• Benchmark — 2× in this paper · explained in 2 episodes
• Accuracy — 1× in this paper · explained in 1 episode
• Adaptation — 1× in this paper · explained in 1 episode
• Calibration — 1× in this paper · explained in 7 episodes
• Transformer — 1× in this paper · explained in 2 episodes

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