Huynh, Nicolas

6 publications

ICLR 2025 Decision Tree Induction Through LLMs via Semantically-Aware Evolution Tennison Liu, Nicolas Huynh, Mihaela van der Schaar

ICLRW 2025 Decision Tree Induction with Dynamic Feature Generation: A Framework for Interpretable DNA Sequence Analysis Nicolas Huynh, Krzysztof Kacprzyk, Ryan M Sheridan, David L. Bentley, Mihaela van der Schaar

ICML 2024 Curated LLM: Synergy of LLMs and Data Curation for Tabular Augmentation in Low-Data Regimes Nabeel Seedat, Nicolas Huynh, Boris Breugel, Mihaela Schaar

AISTATS 2024 DAGnosis: Localized Identification of Data Inconsistencies Using Structures Nicolas Huynh, Jeroen Berrevoets, Nabeel Seedat, Jonathan Crabbé, Zhaozhi Qian, Mihaela Schaar

ICML 2024 Time Series Diffusion in the Frequency Domain Jonathan Crabbé, Nicolas Huynh, Jan Pawel Stanczuk, Mihaela Van Der Schaar

DMLR 2024 You Can't Handle the (dirty) Truth: Data-Centric Insights Improve Pseudo-Labeling Nabeel Seedat, Nicolas Huynh, Fergus Imrie, Mihaela van der Schaar