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synthetic priors

1 paper across 1 session

Poster Session 4

1 paper
Thursday, December 4, 2025 · 4:30 PM → 7:30 PM
Exhibit Hall C,D,E
Mitra: Mixed Synthetic Priors for Enhancing Tabular Foundation Models
#2711 · Xiyuan Zhang, Danielle Maddix Robinson, Junming Yin, Nick Erickson, Abdul Fatir Ansari, Boran Han, Shuai Zhang, Leman Akoglu, Christos Faloutsos, Michael Mahoney, Tony Hu, Huzefa Rangwala, George Karypis, Yuyang (Bernie) Wang

We characterize key factors for good synthetic priors and build a SOTA tabular foundation model by pretraining on these priors.