Sonia Cromp

12 papers A* 3Journal 7Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
Tabby: A Language Model Architecture for Tabular and Structured Data Synthesis.
Trans. Mach. Learn. Res.
Sonia Cromp, Satya Sai Srinath Namburi GNVV, Mohammed Alkhudhayri, Catherine Cao, Samuel Guo, Nicholas Carl Roberts, Frederic Sala
2025 J jnl
Tabby: Tabular Data Synthesis with Language Models.
CoRR
Sonia Cromp, Satya Sai Srinath Namburi GNVV, Mohammed Alkhudhayri, Catherine Cao, Samuel Guo, Nicholas Carl Roberts, Frederic Sala
2024 A* conf
OTTER: Effortless Label Distribution Adaptation of Zero-shot Models.
NeurIPS
Changho Shin, Jitian Zhao, Sonia Cromp, Harit Vishwakarma, Frederic Sala
2024 J jnl
OTTER: Improving Zero-Shot Classification via Optimal Transport.
CoRR
Changho Shin, Jitian Zhao, Sonia Cromp, Harit Vishwakarma, Frederic Sala
2024 J jnl
Pretrained Hybrids with MAD Skills.
CoRR
Nicholas Roberts, Samuel Guo, Zhiqi Gao, Satya Sai Srinath Namburi, Sonia Cromp, Chengjun Wu, Chengyu Duan, Frederic Sala
2023 A* conf
Geometry-Aware Adaptation for Pretrained Models.
NeurIPS
Nicholas Carl Roberts, Xintong Li, Dyah Adila, Sonia Cromp, Tzu-Heng Huang, Jitian Zhao, Frederic Sala
2023 J jnl
Geometry-Aware Adaptation for Pretrained Models.
CoRR
Nicholas Carl Roberts, Xintong Li, Dyah Adila, Sonia Cromp, Tzu-Heng Huang, Jitian Zhao, Frederic Sala
2023 A* conf
Mitigating Source Bias for Fairer Weak Supervision.
NeurIPS
Changho Shin, Sonia Cromp, Dyah Adila, Frederic Sala
2023 J jnl
Mitigating Source Bias for Fairer Weak Supervision.
CoRR
Changho Shin, Sonia Cromp, Dyah Adila, Frederic Sala
2023 — conf
The Credential is Not Enough: Deception with Honeypots and Fake Credentials.
GameSec
Sonia Cromp, Mark Bilinski, Ryan Gabrys, Frederic Sala
2021 — conf
Essay Revision and Corresponding Grade Change asCaptured by Text Similarity and Revision Purposes.
EDM (Workshops)
Sonia Cromp, Diane J. Litman
2021 J jnl
Relational Boosted Regression Trees.
CoRR
Sonia Cromp, Alireza Samadian, Kirk Pruhs