single-index models
PulseAugur coverage of single-index models — every cluster mentioning single-index models across labs, papers, and developer communities, ranked by signal.
2 day(s) with sentiment data
-
New active regression algorithm advances single-index model research
Researchers have developed a new active regression algorithm for single-index models with unknown link functions. This algorithm achieves a $(1+\epsilon)$-approximation using a specific number of queries, addressing a m…
-
New algorithm advances active regression for single-index models
This paper introduces a novel active regression algorithm for single-index models with unknown link functions and general $\ell_p$-loss. The proposed non-adaptive sampling algorithm achieves a $(1+ε)$-approximation with…
-
New theory extends statistical efficiency to Riemannian manifolds
A new paper by Lin Liu proposes an asymptotic efficiency theory applicable to statistical models with non-Euclidean structures, such as Riemannian manifolds. This work extends existing theories, which are largely confin…