Donlapark Ponnoprat

Publication Activity (10 Years)

Years Active: 2020-2023
Publications (10 Years): 9

Top Topics

Long Term Memory

Differential Privacy

Reinforcement Learning

Top Venues

Medical Biol. Eng. Comput.

Appl. Soft Comput.

Publications

Sukrit Thongkairat, Donlapark Ponnoprat, Phimphaka Taninpong, Woraphon Yamaka
Revolutionizing SET50 Stock Portfolio Management with Deep Reinforcement Learning. IUKM (1) (2023)
Donlapark Ponnoprat
Dirichlet Mechanism for Differentially Private KL Divergence Minimization. Trans. Mach. Learn. Res. 2023 (2023)
Norrathep Rattanavipanon, Donlapark Ponnoprat, Hideya Ochiai, Kuljaree Tantayakul, Touchai Angchuan, Sinchai Kamolphiwong
Detecting Anomalous LAN Activities under Differential Privacy. CoRR (2022)
Donlapark Ponnoprat, Parichart Pattarapanitchai, Phimphaka Taninpong, Suthep Suantai
An Explainable Machine Learning Approach to Visual-Interactive Labeling: A Case Study on Non-communicable Disease Data. CoRR (2022)
Donlapark Ponnoprat
Short-term daily precipitation forecasting with seasonally-integrated autoencoder. CoRR (2021)
Donlapark Ponnoprat
Short-term daily precipitation forecasting with seasonally-integrated autoencoder. Appl. Soft Comput. 102 (2021)
Donlapark Ponnoprat
Differential Privacy of Dirichlet Posterior Sampling. CoRR (2021)
Donlapark Ponnoprat, Papangkorn Inkeaw, Jeerayut Chaijaruwanich, Patrinee Traisathit, Patumrat Sripan, Nakarin Inmutto, Wittanee Na Chiangmai, Donsuk Pongnikorn, Imjai Chitapanarux
Classification of hepatocellular carcinoma and intrahepatic cholangiocarcinoma based on multi-phase CT scans. Medical Biol. Eng. Comput. 58 (10) (2020)
Donlapark Ponnoprat
Universal consistency of Wasserstein k-NN classifier. CoRR (2020)