2025 "multi-index models" Papers
4 papers found
Algorithms and SQ Lower Bounds for Robustly Learning Real-valued Multi-Index Models
Ilias Diakonikolas, Giannis Iakovidis, Daniel Kane et al.
NeurIPS 2025spotlightarXiv:2505.21475
2
citations
Bayes optimal learning of attention-indexed models
Fabrizio Boncoraglio, Emanuele Troiani, Vittorio Erba et al.
NeurIPS 2025posterarXiv:2506.01582
2
citations
Learning Orthogonal Multi-Index Models: A Fine-Grained Information Exponent Analysis
Yunwei Ren, Jason Lee
NeurIPS 2025posterarXiv:2410.09678
5
citations
The Computational Advantage of Depth in Learning High-Dimensional Hierarchical Targets
Yatin Dandi, Luca Pesce, Lenka Zdeborová et al.
NeurIPS 2025spotlight