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2 papers across 1 session

Poster Session 5

2 papers
Friday, December 5, 2025 · 11:00 AM → 2:00 PM
Exhibit Hall C,D,E
Robustly Learning Monotone Single-Index Models
#3103 · Puqian Wang, Nikos Zarifis, Ilias Diakonikolas, Jelena Diakonikolas
Algorithms and SQ Lower Bounds for Robustly Learning Real-valued Multi-Index Models
#3105 Spotlight · Ilias Diakonikolas, Giannis Iakovidis, Daniel Kane, Lisheng Ren

We present a general algorithm for learning real-valued Multi-Index Models and matching Statistical Query lower bounds.