Cromp, Sonia

10 publications

TMLR 2026 Tabby: A Language Model Architecture for Tabular and Structured Data Synthesis Sonia Cromp, Satya Sai Srinath Namburi Gnvv, Mohammed Alkhudhayri, Catherine Cao, Samuel Guo, Nicholas Roberts, Frederic Sala

NeurIPS 2024 OTTER: Effortless Label Distribution Adaptation of Zero-Shot Models Changho Shin, Jitian Zhao, Sonia Cromp, Harit Vishwakarma, Frederic Sala

ICMLW 2024 OTTER: Effortless Label Distribution Adaptation of Zero-Shot Models Changho Shin, Jitian Zhao, Sonia Cromp, Harit Vishwakarma, Frederic Sala

ICMLW 2024 Pretrained Hybrids with MAD Skills Nicholas Roberts, Samuel Guo, Zhiqi Gao, Satya Sai Srinath Namburi Gnvv, Sonia Cromp, Chengjun Wu, Chengyu Duan, Frederic Sala

ICMLW 2024 Pretrained Hybrids with MAD Skills Nicholas Roberts, Samuel Guo, Zhiqi Gao, Satya Sai Srinath Namburi Gnvv, Sonia Cromp, Chengjun Wu, Chengyu Duan, Frederic Sala

ICMLW 2024 Pretrained Hybrids with MAD Skills Nicholas Roberts, Samuel Guo, Zhiqi Gao, Satya Sai Srinath Namburi Gnvv, Sonia Cromp, Chengjun Wu, Chengyu Duan, Frederic Sala

NeurIPSW 2024 Tabby: Tabular Adaptation for Language Models Sonia Cromp, Satya Sai Srinath Namburi Gnvv, Catherine Cao, Mohammed Alkhudhayri, Samuel Guo, Nicholas Roberts, Frederic Sala

NeurIPS 2023 Geometry-Aware Adaptation for Pretrained Models Nicholas Roberts, Xintong Li, Dyah Adila, Sonia Cromp, Tzu-Heng Huang, Jitian Zhao, Frederic Sala

NeurIPS 2023 Mitigating Source Bias for Fairer Weak Supervision Changho Shin, Sonia Cromp, Dyah Adila, Frederic Sala

ICMLW 2022 Causal Omnivore: Fusing Noisy Estimates of Spurious Correlations Dyah Adila, Sonia Cromp, Sicheng Mo, Frederic Sala