Scholar
Sonia Cromp
Google Scholar ID: FXkFMOcAAAAJ
PhD Student, University of Wisconsin-Madison
Citations & Impact
Citations
19
H-index
3
i10-index
0
Publications
14
Co-authors
0
Publications
Resume
Academic Achievements
- Paper 'Diffusion-Based Modeling of Extratropical Cyclone Wind Field and Storm Surge Hazards' accepted at AGU 2025
- 'Tabby: Tabular Adaptation for Language Models' presented at NeurIPS 2024 Workshop on Table Representation Learning; under review at TTRL
- 'Climate PAL: Enhancing Accessibility of Climate Model Data through Conversational AI' presented at AGU24 and NeurIPS 2024 CCAI & ML for Physical Sciences workshops
- Co-authored multiple papers at ICML 2024 and NeurIPS 2023 workshops, including 'OTTER', 'Mitigating Source Bias for Fairer Weak Supervision', and 'Geometry-Aware Adaptation for Pretrained Models'
- Best Paper Award at EDM 2021 Undergraduate Workshop for 'Essay Revision and Corresponding Grade Change as Captured by Text Similarity and Revision Purposes'
- Finalist, ACM Student Research Competition at PACT 2020 for 'Relaxed Skiplist for Concurrent Priority Queues'
Miscellany
- Grew up in Virginia
- Black belt in taekwondo
- Over a two-year streak on Duolingo; currently learning Turkish (slowly)
- Passionate about saving manuals ('Save the manuals!')
- Served as President of Women of ACM (WACM), GSAC member, mentoring program organizer, AutoML Cup co-organizer, and Scratch Club teacher
- Organized departmental research symposiums and graduate application feedback programs