Robust Multi-objective Bilevel Optimization With Applications In Machine LearningAlex GuSongtao Luet al.2022INFORMS 2022
The State of the Art on Knowledge Graph Construction from Text: Named Entity Recognition and Relation Extraction PerspectivesJennifer D'souzaNandana Mihindukulasooriya2022KGC2022 2022
Reinforcement Learning for a system-of-systems approach in water managementNgoc Lan Hoang2021EGU 2021
The State of the Art Transformer Language Models on Knowledge Graph Construction from Text: Named Entity Recognition and Relation ExtractionJennifer D'souzaNandana Mihindukulasooriya2023KGC 2023
A Novel Hybrid Interpretability Method for Sequential Decision MakingNgoc Lan HoangAlexander Zadorojniy2022INFORMS 2022
Distributed AutoML Pipeline Search in PC/RasPi K8s ClusterPaulito PalmesAkihiro Kishimotoet al.2022JuliaCon 2022
WikiCausal: Corpus and Evaluation Framework for Causal Knowledge Graph ConstructionOktie Hassanzadeh2024ISWC 2024
Towards teaching multi agent system the concept of risks and safety for actionable climate decisionsNgoc Lan HoangMichail Smyrnakis2023EGU 2023
A leader-follower game theoretic approach for training reinforcement learning agentsNgoc Lan HoangMichail Smyrnakis2022INFORMS 2022
Efficient Distributionally Robust Learning via Unbiased Gradient EstimationSoumyadip GhoshMark Squillante2022MDS 2022