Transformers Provably Learn Two-Mixture of Linear Classification via Gradient Flow

Hongru Yang, Zhangyang Wang, Jason D. Lee, Yingbin Liang
2/12/2026

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@article{yang2026transformers,
  title  = {Transformers Provably Learn Two-Mixture of Linear Classification via Gradient Flow},
  author = {Hongru Yang and Zhangyang Wang and Jason D. Lee and Yingbin Liang},
  year   = {2026},
  url    = {https://api.semanticscholar.org/CorpusID:a661a7638b6ea9817646dad9518d32689d6dd480},
  journal = {ICLR 2025 2025}
}

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