Nguyen, Tin D.
- Measuring the robustness of Gaussian processes to kernel choice
2021/06/11 by Stephenson, William T., Ghosh, Soumya, Nguyen, Tin D. +3 · 2 citations
#Computation (stat.CO) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Approximations to worst-case data dropping: unmasking failure modes
2024/08/16 by Huang, Jenny Y., Burt, David R., Shen, Yunyi +2 · 4 citations
#Computation (stat.CO) #FOS: Computer and information sciences #Methodology (stat.ME)
- Approximate Cross-Validation for Structured Models
2020/06/23 by Ghosh, Soumya, Stephenson, William T., Nguyen, Tin D. +2 · 1 citation
#Computation (stat.CO) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Methodology (stat.ME)
- Are you using test log-likelihood correctly?
2022/12/01 by Deshpande, Sameer K., Ghosh, Soumya, Nguyen, Tin D. +1 · 1 citation
#FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Other Statistics (stat.OT)
- Sensitivity of MCMC-based analyses to small-data removal
2024/08/14 by Tin D. Nguyen, Ryan Giordano, Nguyen, Tin D. +5 · 1 citation
Computer Science · Engineering · #Computation (stat.CO) #FOS: Computer and information sciences #Ion-surface interactions and analysis #Machine Learning and Algorithms #Methodology (stat.ME)