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12 Results
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Poster
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Mon 2:30 |
GOGGLE: Generative Modelling for Tabular Data by Learning Relational Structure Tennison Liu · Zhaozhi Qian · Jeroen Berrevoets · Mihaela van der Schaar |
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Poster
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TabCaps: A Capsule Neural Network for Tabular Data Classification with BoW Routing Jintai Chen · KuanLun Liao · Yanwen Fang · Danny Chen · Jian Wu |
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Poster
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STaSy: Score-based Tabular data Synthesis Jayoung Kim · Chaejeong Lee · Noseong Park |
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Poster
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Tue 2:30 |
TANGOS: Regularizing Tabular Neural Networks through Gradient Orthogonalization and Specialization Alan Jeffares · Tennison Liu · Jonathan Crabbé · Fergus Imrie · Mihaela van der Schaar |
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Poster
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Transfer Learning with Deep Tabular Models Roman Levin · Valeriia Cherepanova · Avi Schwarzschild · Arpit Bansal · C. Bruss · Tom Goldstein · Andrew Wilson · Micah Goldblum |
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Poster
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FairGBM: Gradient Boosting with Fairness Constraints André F Cruz · Catarina Belém · João Bravo · Pedro Saleiro · Pedro Bizarro |
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Poster
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Language Models are Realistic Tabular Data Generators Vadim Borisov · Kathrin Seßler · Tobias Leemann · Martin Pawelczyk · Gjergji Kasneci |
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Workshop
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Thu 4:00 |
TabRet: Pre-training Transformer-based Tabular Models for Unseen Columns Soma Onishi · Kenta Oono · Kohei Hayashi |
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Poster
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Mon 2:30 |
TabPFN: A Transformer That Solves Small Tabular Classification Problems in a Second Noah Hollmann · Samuel Müller · Katharina Eggensperger · Frank Hutter |
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Oral
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Mon 1:20 |
TabPFN: A Transformer That Solves Small Tabular Classification Problems in a Second Noah Hollmann · Samuel Müller · Katharina Eggensperger · Frank Hutter |
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Poster
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Mon 7:30 |
Learning a Data-Driven Policy Network for Pre-Training Automated Feature Engineering Liyao Li · Haobo Wang · Liangyu Zha · Qingyi Huang · Sai Wu · Gang Chen · Junbo Zhao |
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Oral
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Mon 7:00 |
Learning a Data-Driven Policy Network for Pre-Training Automated Feature Engineering Liyao Li · Haobo Wang · Liangyu Zha · Qingyi Huang · Sai Wu · Gang Chen · Junbo Zhao |