HYDRA replaces dense KAN edge functions with a low-rank prototype block in a radius-constrained Poincaré ball, matching or beating KAN and MLP on eight tabular benchmarks with fewer parameters.
ACM SIGKDD Explorations Newsletter , volume=
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.LG 1years
2026 1verdicts
CONDITIONAL 1representative citing papers
citing papers explorer
-
HYDRA: Hyperbolic Dynamic Representation Architecture for Kolmogorov-Arnold Networks
HYDRA replaces dense KAN edge functions with a low-rank prototype block in a radius-constrained Poincaré ball, matching or beating KAN and MLP on eight tabular benchmarks with fewer parameters.