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Samet Oymak
Samet OymakAssistant ProfessorElectrical Engineering and Computer Science #4110, 1301 Beal AvenueAnn Arbor, MI 48109-2122

Statistics & Optimization for Trustworthy AI

Our Research

We develop principled and empirically-impactful AI/ML methods

  • mathematical foundations of transformers and attention
  • trustworthy and efficient language models, LLM systems
  • reinforcement learning, control, LLMs as interactive agents
  • core optimization and statistical learning theory