2025 "multi-index models" Papers

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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