Tian Zheng

10 catalog papers. Identity-linked publications and additional name matches are distinguished below.

ORCID: 0000-0003-4889-0391

Department of Statistics, Columbia University, New York, NY

Publications

• ClimSim-Online: A Large Multi-Scale Dataset and Framework for Hybrid Physics-ML Climate Emulation — Journal of Machine Learning Research 2025 (name-matched, not ORCID-linked)
• Markov-modulated Hawkes processes for modeling sporadic and bursty event occurrences in social interactions — The Annals of Applied Statistics 2022
• Stabilized Sparse Online Learning for Sparse Data — Journal of Machine Learning Research 2017 (name-matched, not ORCID-linked)
• Topic-adjusted visibility metric for scientific articles — The Annals of Applied Statistics 2016 (name-matched, not ORCID-linked)
• Latent Surface Models for Networks Using Aggregated Relational Data — Journal of the American Statistical Association 2015
• Latent demographic profile estimation in hard-to-reach groups — The Annals of Applied Statistics 2012 (name-matched, not ORCID-linked)
• How Many People Do You Know?: Efficiently Estimating Personal Network Size — Journal of the American Statistical Association 2010
• Discovering influential variables: A method of partitions — The Annals of Applied Statistics 2009 (name-matched, not ORCID-linked)
• How Many People Do You Know in Prison? — Journal of the American Statistical Association 2006
• “Rebuilding” Statistics in the Age of AI: Culture, Infrastructure, and Training — Journal of the American Statistical Association