"single-index models" Papers

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Near-optimal Active Regression of Single-Index Models

Yi Li, Wai Ming Tai

ICLR 2025posterarXiv:2502.18213
1
citations

Robustly Learning Monotone Single-Index Models

Puqian Wang, Nikos Zarifis, Ilias Diakonikolas et al.

NeurIPS 2025posterarXiv:2508.04670

Enhancing Sufficient Dimension Reduction via Hellinger Correlation

Seungbeom Hong, Ilmun Kim, Jun Song

ICML 2024posterarXiv:2405.19704

Robustly Learning Single-Index Models via Alignment Sharpness

Nikos Zarifis, Puqian Wang, Ilias Diakonikolas et al.

ICML 2024poster