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I am a 4th year undergrad studying Computer Science at Princeton. I am broadly interested in endowing neural networks with human-like inductive biases for generalization and reasoning. I grateful to be advised by Tom Griffiths, Christiane Fellbaum, and Sebastian Musslick. |
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Research |
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Distilling Symbolic Priors for Concept Learning into Neural Networks
Ioana Marinescu, R. Thomas McCoy, Thomas L. Griffiths Preprint, 2024 |
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Human and Automatic Interpretation of Romanian Noun Compounds
Ioana Marinescu, Christiane Fellbaum Preprint, 2024 |
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Expression Sampler as a Dynamic Benchmark for Symbolic Regression
Ioana Marinescu*, Younes Strittmatter*, Chad Williams, Sebastian Musslick NeurIPS AI for Science Workshop, 2023 python package / code |
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GFN-SR: Symbolic Regression with Generative Flow Networks
Sida Li, Ioana Marinescu, Sebastian Musslick NeurIPS AI for Science Workshop, 2023 |
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Bayesian Machine Scientist for Model Discovery in Psychology
Joshua Hewson, Younes Strittmatter, Ioana Marinescu, Chad Williams, Sebastian Musslick NeurIPS AI for Science Workshop, 2023 |
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Polishing MoNERo, the morphologically and medical named entities annotated corpus of Romanian
Ioana Marinescu, Verginica Barbu Mititelu, Maria Mitrofan Proceedings of the 14th International Conference Linguistic Resources and Tools for Natural Language Processing, 2019 |
Projects |
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DroneFormer: Controlling Drones with Natural Language
Ioana Marinescu, Michael Tang, Sidhant Bendre, Brian Wu TreeHacks 2023 Moonshot Grand Prize, 2023 code |
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