Papers & Videos

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Vid Kocijan, Jinu Sunil, Jan Eric Lenssen, Viman Deb, Xinwei He, Federico Reyes Gomez, Matthias Fey, Jure Leskovec. Predictive Query Language: A Domain-Specific Language for Predictive Modeling on Relational Databases [pdf] [Video]
Nicholas Pulsone, Roee Shraga, Gregory Goren. Understanding Domain-Aware Distribution Alignment in Budgeted Entity Matching [pdf] [Video]
Yuval Lubarsky, Dean Light, Boaz Berger, Shunit Agmon, Benny Kimelfeld. Incorporating Deep Learning Design in Database Queries [pdf] [Video]
Michael Zuo, Inwon Kang, Oshani Seneviratne, Stacy Patterson. PFN-Syn: Generating Synthetic Tabular Data with Prior-Data Fitted Networks [pdf] [Video]
Zhengyuan Dong, Renée Miller. Diversed Model Discovery via Structured Table Discovery [pdf] [Video]