"multi-index models" Papers

5 papers found

Filters:multi-index modelsClear all

Conference

AAAI 2025 (3,028)COLM 2025 (418)CVPR 2025 (2,873)ICCV 2025 (2,701)ICLR 2025 (3,827)ICML 2025 (3,340)ISMAR 2025 (229)NEURIPS 2025 (5,858)AAAI 2024 (2,289)CVPR 2024 (2,716)ECCV 2024 (2,387)ICLR 2024 (2,297)ICML 2024 (2,635)

Paper Type

poster (24,624)paper (8,558)oral (1,594)spotlight (1,421)highlight (975)

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
4
citations

Bayes optimal learning of attention-indexed models

Fabrizio Boncoraglio, Emanuele Troiani, Vittorio Erba et al.

NEURIPS 2025arXiv:2506.01582
2
citations

Learning Orthogonal Multi-Index Models: A Fine-Grained Information Exponent Analysis

Yunwei Ren, Jason Lee

NEURIPS 2025arXiv:2410.09678
5
citations

Robust Feature Learning for Multi-Index Models in High Dimensions

Alireza Mousavi-Hosseini, Adel Javanmard, Murat A Erdogdu

ICLR 2025arXiv:2410.16449
5
citations

The Computational Advantage of Depth in Learning High-Dimensional Hierarchical Targets

Yatin Dandi, Luca Pesce, Lenka Zdeborová et al.

NEURIPS 2025spotlight