## Donlapark Ponnoprat

Email: donlapark [dot] p [a] cmu [dot] ac [dot] thI an now teaching at Department of Statistics, Chiang Mai University. Before that, I obtained a Ph.D. in Mathematics at UCSD, where I was fortunate to be supervised by Ioan Bejenaru.

#### Research interests

- privacy-preserving statistical learning
- online learning / bandit algorithms
- probabilistic models / graphical models / causal inference
- optimal transport in machine learning

### Papers

Universal consistency of Wasserstein k-NN classifier

Donlapark Ponnoprat

[arXiv]

Classification of hepatocellular carcinoma and intrahepatic cholangiocarcinoma based on multi-phase CT scans

Donlapark Ponnoprat, Papangkorn Inkeaw, Jeerayut Chaijaruwanich, Patrinee Traisathit, Patumrat Sripan, Nakarin Inmutto, Wittanee Na Chiangmai, Donsuk Pongnikorn & Imjai Chitapanarux

[journal (MBEC)]

Anomaly detection based on GS-OCSVM Classification

Kittikun Kittidachanan, Watha Minsan, Donlapark Pornnopparath & Phimphaka Taninpong

[conference (KST'20)]

### Teaching

#### Classes

- Spring 2020, 229351 - Statistical Learning for Data Science 1

#### Prior Classes

- Fall 2020, 208711 - Statistical Theory 1
- Spring 2019, 229351 - Statistical Learning for Data Science 1
- Spring 2019, 208891 - Probabilistic Graphical Models