Anming Gu
Scholar

Anming Gu

Google Scholar ID: AVjp1ykAAAAJ
UT Austin
optimal transportdifferential privacymachine learning
Citations & Impact
All-time
Citations
23
 
H-index
3
 
i10-index
0
 
Publications
6
 
Co-authors
4
list available
Resume (English only)
Academic Achievements
  • Differentially Private Wasserstein Barycenters (co-first author), under submission
  • Mirror Mean-Field Langevin Dynamics, under submission
  • Private Continuous-Time Synthetic Trajectory Generation via Mean-Field Langevin Dynamics (co-first author), arXiv
  • Compute-Optimal LLMs Provably Generalize Better with Scale, ICLR 2025
  • Partially Observed Trajectory Inference using Optimal Transport and a Dynamics Prior (co-first author), ICLR 2025; preliminary version presented at OPT Workshop on Optimization for Machine Learning, 2024
  • k-Mixup Regularization for Deep Learning via Optimal Transport (co-author), TMLR 2023