Resolution-Independent Analysis of Encoder--Decoder Operator Learning via Limiting Kernels

arXiv:2609.13798 · stat.ML, cs.LG, cs.NA, math.FA, math.NA · Submitted 2026-09-12 · Read on arXiv

stat.ML, cs.LG, cs.NA, math.FA, math.NA

Submitted: 2026-09-12

Updated: 2026-09-12

Comments: 69 pages

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

Terminology

• Hilbert Space — 1× in this paper · explained in 2 episodes
• Regularization — 1× in this paper · explained in 3 episodes
• Sample Complexity — 1× in this paper · explained in 15 episodes

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