Kianté Brantley
Scholar

Kianté Brantley

Google Scholar ID: 8S5AOggAAAAJ
Assistant Professor, Harvard University
machine learningnatural language processing
Citations & Impact
All-time
Citations
1,101
 
H-index
13
 
i10-index
14
 
Publications
20
 
Co-authors
20
list available
Resume (English only)
Academic Achievements
  • 2025 preprint: 'Scaling Offline RL via Efficient and Expressive Shortcut Models'
  • 2025 preprint: 'Accelerating RL for LLM Reasoning with Optimal Advantage Regression'
  • 2025 preprint: 'Value-Guided Search for Efficient Chain-of-Thought Reasoning'
  • 2025 preprint: 'Q#: Provably Optimal Distributional RL for LLM Post-Training'
  • Gave multiple talks in 2025 at INFORMS, CCC Computing Futures Symposium, Google, and Berkeley Simons Institute
Miscellany
  • Email: kdbrantley@g.harvard.edu
  • Twitter: @xkianteb
  • GitHub: @xkianteb
  • LinkedIn: kiate
  • Office: 150 Western Av., Room 6.141, Allston MA 02134
  • Pronouns: He/Him/His