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Donlapark Ponnoprat

Observed names: Donlapark Pornnopparath, Ponnoprat, Donlapark
ORCID: 0000-0001-5679-4426
Observed ORCID: 0000-0001-5679-4426
OpenAlex ID: A5018461611
Classification of hepatocellular carcinoma and intrahepatic cholangiocarcinoma based on multi-phase CT scans
2020 · Donlapark Ponnoprat, Papangkorn Inkeaw, et al. · Medical & Biological Engineering & Computing · 51
Short-term daily precipitation forecasting with seasonally-integrated autoencoder
2021 · Donlapark Ponnoprat · Applied Soft Computing · 28
Anomaly Detection based on GS-OCSVM Classification
2020 · Kittikun Kittidachanan, Watha Minsan, et al. · International Conference on Knowledge and Smart Technology · 19
Small data well-posedness for derivative nonlinear Schrödinger equations
2018 · Donlapark Pornnopparath · Journal of Differential Equations · 15
coverforest: Conformal predictions with random forest in python
2025 · Panisara Meehinkong, Donlapark Ponnoprat · Neurocomputing · 3
Investigating privacy leakage in dimensionality reduction methods via reconstruction attack
2025 · Chayadon Lumbut, Donlapark Ponnoprat · Journal of Information Security and Applications · 3
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Releasing ARP Data with Differential Privacy Guarantees For LAN Anomaly Detection
2021 · Norrathep Rattanavipanon, Donlapark Ponnoprat, et al. · International Conference on Electrical Engineering/Electronics, Computer, Telecommunications and Information Technology (ECTI-CON) · 2
Uniform confidence band for optimal transport map on one-dimensional data
2024 · Donlapark Ponnoprat, Ryo Okano, et al. · Electronic Journal of Statistics · 1
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Universal consistency of Wasserstein k-NN classifier: a negative and some positive results
2023 · Donlapark Ponnoprat · Information and Inference A Journal of the IMA · 1
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Detecting Anomalous LAN Activities under Differential Privacy
2022 · Norrathep Rattanavipanon, Donlapark Ponnoprat, et al. · Security and Communication Networks · 1
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Discovering Topics from Linear Autoencoders
2026 · Srisoparp, Jutiyakhun, Ponnoprat, Donlapark · arXiv (Cornell University)
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Minimax Optimal Estimation of Transport-Growth Pairs in Unbalanced Optimal Transport
2026 · Ponnoprat, Donlapark, Isobe, Noboru, et al. · arXiv (Cornell University)
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Conditional Counterfactual Mean Embeddings: Doubly Robust Estimation and Learning Rates
2026 · Anancharoenkij, Thatchanon, Ponnoprat, Donlapark · arXiv (Cornell University)
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Minimax Rates of Estimation for Optimal Transport Map between Infinite-Dimensional Spaces
2025 · Ponnoprat, Donlapark, Imaizumi, Masaaki · arXiv (Cornell University)
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Counting Graphlets of Size $k$ under Local Differential Privacy
2025 · Suppakitpaisarn, Vorapong, Ponnoprat, Donlapark, et al. · arXiv (Cornell University)
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Revolutionizing SET50 Stock Portfolio Management with Deep Reinforcement Learning
2023 · Sukrit Thongkairat, Donlapark Ponnoprat, et al. · Lecture notes in computer science
Developing A Visual-Interactive Interface for Electronic Health Record Labeling: An Explainable Machine Learning Approach
2022 · Ponnoprat, Donlapark, Pattarapanitchai, Parichart, et al. · arXiv (Cornell University)
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Differential Privacy of Dirichlet Posterior Sampling.
2021 · Donlapark Ponnoprat · arXiv (Cornell University)
Dirichlet Mechanism for Differentially Private KL Divergence Minimization
2021 · Ponnoprat, Donlapark · arXiv (Cornell University)
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Universal consistency of Wasserstein $k$-NN classifier
2020 · Donlapark Ponnoprat · arXiv (Cornell University)
Universal consistency of Wasserstein $k$-NN classifier: Negative and Positive Results
2020 · Ponnoprat, Donlapark · arXiv (Cornell University)
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Works count: 22
Citation count: 125
H-index: 4
I10-index: 4
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