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24 Results
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Workshop
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Structural Embedding of Data Files with MAGRITTE Gerardo Vitagliano · Mazhar Hameed · Felix Naumann |
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Poster
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Wed 9:00 |
TransTab: Learning Transferable Tabular Transformers Across Tables Zifeng Wang · Jimeng Sun |
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Workshop
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Diffusion models for missing value imputation in tabular data Shuhan Zheng · Nontawat Charoenphakdee |
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Workshop
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Adversarial Robustness for Tabular Data through Cost and Utility Awareness Klim Kireev · Bogdan Kulynych · Carmela Troncoso |
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Poster
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Wed 9:00 |
Subgroup Robustness Grows On Trees: An Empirical Baseline Investigation Josh Gardner · Zoran Popovic · Ludwig Schmidt |
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Poster
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Wed 14:00 |
On Embeddings for Numerical Features in Tabular Deep Learning Yury Gorishniy · Ivan Rubachev · Artem Babenko |
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Poster
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Tue 14:00 |
Data-IQ: Characterizing subgroups with heterogeneous outcomes in tabular data Nabeel Seedat · Jonathan Crabbé · Ioana Bica · Mihaela van der Schaar |
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Affinity Workshop
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Modern Hopfield Networks for Iterative Learning on Tabular Data Bernhard Schäfl · Lukas Gruber · Angela Bitto · Sepp Hochreiter |
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Workshop
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Explanation Shift: Detecting distribution shifts on tabular data via the explanation space Carlos Mougan · Klaus Broelemann · Gjergji Kasneci · Thanassis Tiropanis · Steffen Staab |
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Workshop
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STab: Self-supervised Learning for Tabular Data Ehsan Hajiramezanali · Max Shen · Gabriele Scalia · Nathaniel Diamant |
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Poster
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Thu 9:00 |
Why do tree-based models still outperform deep learning on typical tabular data? Leo Grinsztajn · Edouard Oyallon · Gael Varoquaux |
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Workshop
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Transfer Learning with Deep Tabular Models Roman Levin · Valeriia Cherepanova · Avi Schwarzschild · Arpit Bansal · C. Bayan Bruss · Tom Goldstein · Andrew Wilson · Micah Goldblum |