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Approximation Theory

2 papers across 2 sessions

Poster Session 5

1 paper
Friday, December 5, 2025 · 11:00 AM → 2:00 PM
Exhibit Hall C,D,E
State Size Independent Statistical Error Bound for Discrete Diffusion Models
#5314 · Shintaro Wakasugi, Taiji Suzuki

Poster Session 6

1 paper
Friday, December 5, 2025 · 4:30 PM → 7:30 PM
Exhibit Hall C,D,E
On Universality Classes of Equivariant Networks
#3700 Spotlight · Marco Pacini, Gabriele Santin, Bruno Lepri, Shubhendu Trivedi

Equivariant neural networks can fail to approximate target functions even when they achieve maximal separation power.