Donlapark Ponnoprat

According to our database, Donlapark Ponnoprat authored at least 13 papers between 2020 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Conditional Counterfactual Mean Embeddings: Doubly Robust Estimation and Learning Rates.

Thatchanon Anancharoenkij, Donlapark Ponnoprat

CoRR, February, 2026

coverforest: Conformal predictions with random forest in python.

Panisara Meehinkong, Donlapark Ponnoprat

Neurocomputing, 2026

2025

Counting Graphlets of Size <i>k</i> under Local Differential Privacy.

Vorapong Suppakitpaisarn, Donlapark Ponnoprat, Nicha Hirankarn, Quentin Hillebrand

CoRR, May, 2025

Investigating privacy leakage in dimensionality reduction methods via reconstruction attack.

Chayadon Lumbut, Donlapark Ponnoprat

J. Inf. Secur. Appl., 2025

Counting Graphlets of Size k under Local Differential Privacy.

Vorapong Suppakitpaisarn, Donlapark Ponnoprat, Nicha Hirankarn, Quentin Hillebrand

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2025

2023

Dirichlet Mechanism for Differentially Private KL Divergence Minimization.

Donlapark Ponnoprat

Trans. Mach. Learn. Res., 2023

Revolutionizing SET50 Stock Portfolio Management with Deep Reinforcement Learning.

Sukrit Thongkairat, Donlapark Ponnoprat, Phimphaka Taninpong, Woraphon Yamaka

Proceedings of the Integrated Uncertainty in Knowledge Modelling and Decision Making, 2023

2022

An Explainable Machine Learning Approach to Visual-Interactive Labeling: A Case Study on Non-communicable Disease Data.

Donlapark Ponnoprat, Parichart Pattarapanitchai, Phimphaka Taninpong, Suthep Suantai

CoRR, 2022

Detecting Anomalous LAN Activities under Differential Privacy.

Norrathep Rattanavipanon, Donlapark Ponnoprat, Hideya Ochiai, Kuljaree Tantayakul, Touchai Angchuan, Sinchai Kamolphiwong

CoRR, 2022

2021

Differential Privacy of Dirichlet Posterior Sampling.

Donlapark Ponnoprat

CoRR, 2021

Short-term daily precipitation forecasting with seasonally-integrated autoencoder.

Donlapark Ponnoprat

Appl. Soft Comput., 2021

2020

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

Medical Biol. Eng. Comput., 2020

Universal consistency of Wasserstein k-NN classifier.

Donlapark Ponnoprat

CoRR, 2020